{"as_of":"2026-08-19T09:34:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e452455937d6d1dfb1c1286d741b345f2847b0306d1d32c6b29965af96deef8f","coverage":[{"denominator":58,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":58,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T07:20:03.129124Z","state":"measured"},{"denominator":58,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":58,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2601.20800/citation-record","integrity":"/paper/2601.20800/integrity","json":"/paper/2601.20800/citation-record.json","paper":"/paper/2601.20800"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.784925Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.784925Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:ebfdb5931daa3e76b9fd925ed78da3ae86ae0b948e3d719e3da9c367292c64fe","observation_id":"75759247-2bc2-40b1-80a8-9e9501df9fb8","resolution":{"observed_at":"2026-08-03T07:20:02.784925Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.790618Z","title":null,"venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.790618Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:3a7c8539feb37ef452627e7a29073393f4d371586a19b31427f393f30b5c6fa9","observation_id":"bfd25f94-745d-4f0a-afbb-f48385b5a79e","resolution":{"observed_at":"2026-08-03T07:20:02.790618Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.795551Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.795551Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:73585d966642a2b8c6085ec4e93dcc8b6e2d1591fbb3ffad584e504f70c67afa","observation_id":"2404388d-549a-4ecd-9b61-30e70f37cbb9","resolution":{"observed_at":"2026-08-03T07:20:02.795551Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.802198Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.802198Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:88d57cfe0b3eb95d8f73ef309d6290206ea1172987e4aa98a3ac4459616abf67","observation_id":"717a2e75-b6dc-4602-96d1-6e4a5623d980","resolution":{"observed_at":"2026-08-03T07:20:02.802198Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1609/aaai.v31i1.10657","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"Proceedings of the AAAI Conference on Artificial Intelligence","work_id":"8a39d711-e4c7-4bff-8f7a-a48f25ba006c","year":2017},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.807133Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:0a8551a5ef4825b78a078890958b5181b82eb6e7c276b4f685fd6ec15b1855c4","observation_id":"fe4fbd8b-c0e0-40eb-994c-a585de8f3631","resolution":{"observed_at":"2026-08-03T07:23:45.119569Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.812394Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.812394Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:7e53fd2a801871c87c53c1f0a947ddb0060d7429a8f099c0a97289e99e72b7ca","observation_id":"96dfeb6e-61f4-4890-8456-0bc9e6858892","resolution":{"observed_at":"2026-08-03T07:20:02.812394Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.817945Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.817945Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:644c6a4491b624766723ee617eb4bf89a4a0080cc811229e701469f97cb4af7a","observation_id":"0ca2ccc4-475d-45e3-89f0-bcae0581a7df","resolution":{"observed_at":"2026-08-03T07:20:02.817945Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.822228Z","title":null,"venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.822228Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:dc7312882a5e97354be61fd22f3baa578320fd3054c70d4680ae7ac02dd1abe6","observation_id":"4b4482d0-6b1c-44af-95f0-837686155dc2","resolution":{"observed_at":"2026-08-03T07:20:02.822228Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.25080/majora-14bd3278-006","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"Proceedings of the Python in Science Conferences","work_id":"d2a77fe4-c104-40f2-a468-02c6d2f0cd4a","year":2014},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.826909Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:368475639ef528f2b0272c2bc303080ab8124b682a37c8f5feaec30dcd471cdc","observation_id":"47a61f06-d99d-4a99-b10d-6cb89de3c227","resolution":{"observed_at":"2026-08-03T07:23:44.937400Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.831648Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.831648Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:b0f085804be3eac444902f46f18887b458c1885a7b9b5a49699465aa374bd232","observation_id":"bbe67707-f1cb-460f-9915-2d663eec92ec","resolution":{"observed_at":"2026-08-03T07:20:02.831648Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.836205Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.836205Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:f0e23a42284a47578d15bc8dff143da97239eea9f769d870ddde1d3b8c7c6974","observation_id":"613fafb0-edd0-41f8-95a8-28f51150843a","resolution":{"observed_at":"2026-08-03T07:20:02.836205Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s10732-014-9275-9","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"Journal of Heuristics","work_id":"b8c730fb-87b3-4db1-adc2-cb249e89d02b","year":2016},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.841089Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:9aad9bf7915d6cf564ef22bcd920389b7179e9cdb3f6ee114d18299fbe365db2","observation_id":"b8964811-6d75-4719-b12a-df86f8d414bb","resolution":{"observed_at":"2026-08-03T07:23:44.704271Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.845375Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.845375Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:2225e7c4239b6197a8ec24bba34f394d295fa1a2eecef2c964843b07ff5f761b","observation_id":"db057d1a-a379-43be-86b3-9a5d2e067d7a","resolution":{"observed_at":"2026-08-03T07:20:02.845375Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.852515Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.852515Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:626a170d8ecf4843b098110fb255369009946f05a0992895aa8490abe49020be","observation_id":"55550971-c798-433a-8cd8-6527a0097562","resolution":{"observed_at":"2026-08-03T07:20:02.852515Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.858391Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.858391Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:d8c15678edfe3bdc8910b7309b8f1d5f59156e94763df297283ee3e497103f05","observation_id":"465937e8-9ec8-40b0-95e5-60b1296d520f","resolution":{"observed_at":"2026-08-03T07:20:02.858391Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.863734Z","title":null,"venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.863734Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:98f22b5cb8e3ebc17b56a6d23e0176044ce77e45a83856a154f5082f7ea0a822","observation_id":"fc8eb1b7-8e2e-4280-89b3-095153e26e39","resolution":{"observed_at":"2026-08-03T07:20:02.863734Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.869213Z","title":null,"venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.869213Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:fd55c51b824eecc328070ea1081d71a03ae84d6d38f12717ad5680fabe4748ce","observation_id":"11914fd7-d57e-49c5-9d82-8d351a5ecfde","resolution":{"observed_at":"2026-08-03T07:20:02.869213Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.874010Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.874010Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:f465c62c64e5d22119586014cfbcaf3c4cca796706232b74d7f23f8edf9e7305","observation_id":"97f58215-499e-4916-a84a-387a883f7210","resolution":{"observed_at":"2026-08-03T07:20:02.874010Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.879054Z","title":"Hoos, and Kevin Leyton-Brown","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.879054Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:5065de188ef4e593e7d790c8281da40d996a78d0c006ddaaa9e8ebc66824245c","observation_id":"7a8697e4-973e-4b4a-9d3d-5e939d880560","resolution":{"observed_at":"2026-08-03T07:20:02.879054Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.884329Z","title":"2019.Automated machine learning: Methods, systems, challenges(1st ed.)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.884329Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:0036c28c3889aeb0a99b89264e20b98505e00ac03bca11bc704cb5a2c67275ae","observation_id":"2cd27486-34b3-4221-bc56-1d5d4cd29b11","resolution":{"observed_at":"2026-08-03T07:20:02.884329Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.891849Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.891849Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:2d42cd4a3280094a7bae4a452b3a5c1b5a5fd6230a604c316b568cc5a72424c8","observation_id":"62ddb895-1b7d-4392-92fb-5a9a80e58606","resolution":{"observed_at":"2026-08-03T07:20:02.891849Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.914787Z","title":"Hoos, Frank Hutter, and Kevin Leyton- Brown","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.914787Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:43b25f27b31efa568df86f6211c795217f63173e86b73648e9b650d1565b8b07","observation_id":"13c33183-1f62-4bb1-8182-c3a43ae307f2","resolution":{"observed_at":"2026-08-03T07:20:02.914787Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.925796Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.925796Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:7ddb0f867ad626788b4be50de26a07151ab904e5293d6431aa1702290203835c","observation_id":"b49a056a-438d-4610-948d-efe33fb99b5f","resolution":{"observed_at":"2026-08-03T07:20:02.925796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.931407Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.931407Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:b630da0107389309114fc811a041b38382a4e8110fae3e06b194a80bc0c5161e","observation_id":"00dcdbc3-30b0-4580-8791-d540c366d94d","resolution":{"observed_at":"2026-08-03T07:20:02.931407Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1908.06756","last_updated":"2019-08-16T10:01:03Z","snapshot_observed_at":"2026-08-18T22:11:57.798619Z","submitted_at":"2019-08-16T10:01:03Z","title":"BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.06756","snapshot_observed_at":"2026-08-03T07:20:02.946339Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.946339Z"},"links":{"cited_paper":"/paper/1908.06756","citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:bf844ceaa3bbc92fa4e5c6b7ebcb2f565354d36265532f244a5e0b9c45d8dbda","observation_id":"65db363b-7dd5-4466-a299-46b80afa3475","resolution":{"observed_at":"2026-08-03T07:20:02.946339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.955798Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.955798Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:280e2212b2c2dfbcc0a20239d9189e658177bc96cb284795fcd8aeeb0f27af2b","observation_id":"f18c9f3a-f33e-4f2b-aa99-ea0bd3da434b","resolution":{"observed_at":"2026-08-03T07:20:02.955798Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.962249Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.962249Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:3e0d2921fb1a0cc0a5d3ab29bae07e6a31765541d9b293155502644210177aa6","observation_id":"f97f0c4b-a9a5-4c44-9db6-b700bfd1e558","resolution":{"observed_at":"2026-08-03T07:20:02.962249Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.967904Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.967904Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:4a61a063f5cfedbe6299c10a33f4709e2101889381bdee454c734e71a716bfe6","observation_id":"3848620b-1a1f-42d4-8dbe-59e25eed7776","resolution":{"observed_at":"2026-08-03T07:20:02.967904Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.972909Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.972909Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:6c5f61cc5abbaa939c42761beb3f7c17085a86c3b97cf5884c25e3b8d4311423","observation_id":"9aa8d559-c586-467a-ae2d-4e4239b776c2","resolution":{"observed_at":"2026-08-03T07:20:02.972909Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.978173Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.978173Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:dfc7a1d0698f6bf814a70b6380f1a1c6fc5595d4e6301b47ad43d827699b93c2","observation_id":"07c5be93-8239-437e-be25-88381d3c780d","resolution":{"observed_at":"2026-08-03T07:20:02.978173Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.983795Z","title":null,"venue":null,"work_id":null,"year":1962},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.983795Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:80c12c0d3613fbea6fde7984b56894915526aea3a5c46306599d26f019c69257","observation_id":"67c90be4-cf9f-4c6a-877e-5ffe9193858a","resolution":{"observed_at":"2026-08-03T07:20:02.983795Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.990307Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.990307Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:82f7d7af944d2eca4d7f254deeb328fa73c7c7c3d1c920023576051b85718a0a","observation_id":"f7b56c06-777f-49d7-a876-bfc3747cb225","resolution":{"observed_at":"2026-08-03T07:20:02.990307Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.996358Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.996358Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:dfbefb9e3cf06c24829598850b4a66c67572d41f61603b328f1fa096a7ee4ecf","observation_id":"356e7b80-5b4e-4cc7-b4ec-227b91043dd5","resolution":{"observed_at":"2026-08-03T07:20:02.996358Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.011308Z","title":"Walsh, and Giuseppe Casalicchio","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.011308Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:94aa78a1357cdec19fb8ebd7e14e896068d9e450e8f7f91790a346161cd61425","observation_id":"c695de80-901c-4e53-a2bb-f62e48ca6e96","resolution":{"observed_at":"2026-08-03T07:20:03.011308Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.017127Z","title":null,"venue":null,"work_id":null,"year":1992},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.017127Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:6c7c7301d7df38e897d64f35b383ed927cc59b1940aa8283ac8bfbf9f0d387bf","observation_id":"d1e33fd5-62b7-4bf0-9435-fb9d6710da0f","resolution":{"observed_at":"2026-08-03T07:20:03.017127Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.021934Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.021934Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:aa4e95e62f40b6d783b29ca7aa288a12f214579c39e3eb6e9f28f30fb5809e48","observation_id":"27c1df42-4f8e-4c9e-b259-f05f36832791","resolution":{"observed_at":"2026-08-03T07:20:03.021934Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.027370Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.027370Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:796a3b0536676f687b1ed1ff0554252930478ec741fbc0a9c55ef92438216957","observation_id":"3391c0a5-2c21-495f-be24-14695040a48b","resolution":{"observed_at":"2026-08-03T07:20:03.027370Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.037223Z","title":null,"venue":null,"work_id":null,"year":1953},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.037223Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:9b93a74dd2f92de73e0f0625fb2e2d5d61a52e2d627b60df99fc21dcd2290cb2","observation_id":"76d24df3-cc02-422c-9371-7b3552f8102a","resolution":{"observed_at":"2026-08-03T07:20:03.037223Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.042419Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.042419Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:7da44eef8e454592326bfecf27e5ea776bcefe78124f03ddd45048919622a2fa","observation_id":"9e9d9f5c-8d77-4205-8dd0-5c5dcdd9a098","resolution":{"observed_at":"2026-08-03T07:20:03.042419Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.047770Z","title":null,"venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.047770Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:32a293683078e72763a89c9f93839e2431f26022fdb139780a20fd10827b209a","observation_id":"556704f2-0b71-480f-8818-5001e94ab710","resolution":{"observed_at":"2026-08-03T07:20:03.047770Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.053244Z","title":null,"venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.053244Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:839ef101fb9c6f4ac3c22284b191bf7b081e127d6ef51d8dc28f053939d5969a","observation_id":"cfbd1ef3-be4f-47c4-93fc-1ea2adb0c956","resolution":{"observed_at":"2026-08-03T07:20:03.053244Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.058641Z","title":null,"venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.058641Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:6b7d013bad4f885a841b6eefa8e394053d3069afdaa8e8527047b2627106c10f","observation_id":"d0c52807-8a50-4f93-8b9d-25c20ad40362","resolution":{"observed_at":"2026-08-03T07:20:03.058641Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1409.4011","last_updated":"2014-09-14T04:01:37Z","snapshot_observed_at":"2026-08-18T01:05:49.162161Z","submitted_at":"2014-09-14T04:01:37Z","title":"Raiders of the Lost Architecture: Kernels for Bayesian Optimization in Conditional Parameter Spaces","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1409.4011","snapshot_observed_at":"2026-08-03T07:20:03.063802Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.063802Z"},"links":{"cited_paper":"/paper/1409.4011","citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:797e3320732e1a0e462da2532adca47ad5ba16c4b7514ef1f3982d7114ef14dd","observation_id":"df1c28da-4004-4724-849f-d3f8f951168a","resolution":{"observed_at":"2026-08-03T07:20:03.063802Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.3233/faia240602","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":null,"venue":"Frontiers in artificial intelligence and applications","work_id":"d20f1517-d5f2-4694-a7a6-8f2fcbd24921","year":2024},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.070112Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:49a88d6028b669cfd814352785b34f0da77c245eabab75173e02895ac517bc70","observation_id":"17d67963-2e10-4e24-a48d-f7ced021603f","resolution":{"observed_at":"2026-08-03T07:23:44.378011Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.075325Z","title":"Hoos, and Kevin Leyton-Brown","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.075325Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:6ce1a06a0b091bf0f6f18046aaf7d48f61122a377e7b7a886de5788f128ae251","observation_id":"010863d8-5dda-4d20-8e42-74a242e44aa9","resolution":{"observed_at":"2026-08-03T07:20:03.075325Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.080211Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.080211Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:c21ecb6408b22f624330f4fd220f5f7008d1074bedfedcbb4e1c38069b412cdc","observation_id":"161af392-2939-40eb-80fa-44a09353e101","resolution":{"observed_at":"2026-08-03T07:20:03.080211Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.085164Z","title":"van Rijn, Bernd Bischl, and Luis Torgo","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.085164Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:f12c5e66e7d26ac2bd1c9ffae750b8e34c3905f5ea680d95c8cd841eacab7e40","observation_id":"09c8ca67-1f3f-488d-a021-7d8a86cc5144","resolution":{"observed_at":"2026-08-03T07:20:03.085164Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.091885Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.091885Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:c5d009ccb6f824814f55df88afc1571085e2e472baaeeefed11450f3b1075efc","observation_id":"dfdf16a8-bdcc-409c-a0af-62eb5855d099","resolution":{"observed_at":"2026-08-03T07:20:03.091885Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.097291Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.097291Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:fcc12b28c9a7a7537bd8d4633e38016995973ac0e7811639d0077496a9331592","observation_id":"014d6e93-2196-4e0b-9c6f-6ef79d0eff6a","resolution":{"observed_at":"2026-08-03T07:20:03.097291Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.108803Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.108803Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:8d15c13bfec5f8ce5019258a9019a2b7ec5b2c5fcf7ea711cfea58845cbbb04c","observation_id":"a342885b-dd41-4d34-ad38-db25931da6b6","resolution":{"observed_at":"2026-08-03T07:20:03.108803Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.113113Z","title":"which hyperparameters are worth tuning","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.113113Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:b9dd1bf192e02f41321a3cddf203a6ec0e998bf7a7cecb22a8ce3c7207c43f21","observation_id":"02dfbb97-67c4-45d8-bbbc-8009fc654126","resolution":{"observed_at":"2026-08-03T07:20:03.113113Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.118746Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.118746Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:99ddf4444affdb783492affdccec041b5a3fb11b66dc3d94ace72e463e6cd769","observation_id":"b5ec0ab4-d83c-40ab-9202-d5ac7dd27092","resolution":{"observed_at":"2026-08-03T07:20:03.118746Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.123288Z","title":"Here, the Pearson (𝜒 2) divergence is defined as: 𝐷PE(𝜈∥𝜇) := ∫ 𝑑𝜈 𝑑𝜇−1 2 𝑑𝜇,(24) for probability measures𝜈 and𝜇 with𝜈≪𝜇","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.123288Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:2145865d06ced6afc836c54659852fcf485c973240bf798018dd4a7a49e87f3b","observation_id":"04ee38aa-af50-4e92-a8c0-33ed153076f0","resolution":{"observed_at":"2026-08-03T07:20:03.123288Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.129124Z","title":"• iaml: Interpretable AutoML scenarios that combine predic- tive performance with resource-usage and interpretability objectives, with multi-fidelity via training-size fractions","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.129124Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:db964d69d1674fec5666fd4eca40ef657f479d26f38b05ed015cbfe274bedba0","observation_id":"4300a8af-8220-4ba4-a8c6-9888cfbb8df3","resolution":{"observed_at":"2026-08-03T07:20:03.129124Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.903021Z","title":"InProceedings of the 34th International Conference on Machine Learning (Proceedings of Machine Learning Research, Vol","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.903021Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:7193a1c5b1a413d0910cf465c9cdd4041cc525de56647c2aa80d7b234b67cd95","observation_id":"7b9cbe98-b8be-486f-82d8-44b895d4a7d7","resolution":{"observed_at":"2026-08-03T07:20:02.903021Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:02.938209Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:02.938209Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:6e2533bb059aa8a9b269e2040cadad2089d1e62a40b3da01cab058ba153b152d","observation_id":"faa91f2e-34bb-4fed-83c1-c4d7d644fede","resolution":{"observed_at":"2026-08-03T07:20:02.938209Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.031997Z","title":"InProceedings of the Second International Conference on Automated Machine Learning (Proceedings of Machine Learning Research, Vol","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.031997Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:c8c234371b27d554f393ac672b94b2a8e8fba53b88afe8624862709019fc7465","observation_id":"91a77dd9-9000-4e29-809a-6c8af853f597","resolution":{"observed_at":"2026-08-03T07:20:03.031997Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T07:20:03.103502Z","title":"InProceedings of the AAAI Conference on Artificial Intelligence","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces","version":3},"reference_index":2026,"source":"pdf_text","source_observed_at":"2026-08-03T07:20:03.103502Z"},"links":{"citing_paper":"/paper/2601.20800"},"observation_digest":"sha256:12e42550e63ceda86f0c6400c380d7a4b8272d38f58325c89c435bca47d1ae04","observation_id":"36acfe33-5d26-4677-b3e3-9950a093650d","resolution":{"observed_at":"2026-08-03T07:20:03.103502Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2601.20800","last_updated":"2026-06-03T15:36:19Z","latest_version":3,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-17T06:59:53.658137Z","submitted_at":"2026-01-28T17:44:36Z","title":"Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces"},"reference_resolution":{"displayed":58,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":52,"verified_exact":4,"verified_fuzzy":0},"total_outbound_references":58},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2601.20800."}