{"as_of":"2026-08-11T01:33:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:99ef29c85d7bda740ed746140d0e4a3a0a9348ee424f63c8daba6aa32fb1530b","coverage":[{"denominator":48,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":48,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T10:13:03.883713Z","state":"measured"},{"denominator":50,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":50,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T04:17:44.476232Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-11T08:30:57.484806Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.10962","snapshot_observed_at":"2026-08-03T04:17:44.476232Z","title":"cc/paper_files/paper/2018/file/ 9c19a2aa1d84e04b0bd4bc888792bd1e-Paper","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2602.05600","last_updated":"2026-06-06T12:21:58Z","snapshot_observed_at":"2026-08-06T23:58:48.741680Z","submitted_at":"2026-02-05T12:35:13Z","title":"On the Superlinear Relationship between SGD Noise Covariance and Loss Landscape Curvature","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-03T04:17:44.476232Z"},"links":{"cited_paper":"/paper/2601.10962","citing_paper":"/paper/2602.05600"},"observation_digest":"sha256:798f3d3407fb35483d65b9ef53ec378c04c3c04a29e1a231c31e4f5fa5180691","observation_id":"e3d00c1f-9d64-44f0-92af-435f2b9d9849","resolution":{"observed_at":"2026-08-03T04:17:44.476232Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"cited_work":{"arxiv_id":"2601.10962","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2601.10962","snapshot_observed_at":"2026-06-19T17:09:50.700251Z","title":null,"venue":null,"work_id":"d5a2d14a-d23d-471c-8d2c-fe0dc619bc1b","year":2026},"citing_paper":{"arxiv_id":"2604.09979","last_updated":"2026-04-11T01:27:15Z","snapshot_observed_at":"2026-07-06T22:58:43.155246Z","submitted_at":"2026-04-11T01:27:15Z","title":"A Minimal Model of Representation Collapse: Frustration, Stop-Gradient, and Dynamics","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-10T16:36:05.941649Z"},"links":{"cited_paper":"/paper/2601.10962","citing_paper":"/paper/2604.09979"},"observation_digest":"sha256:97430c11b76e3b4f8e845402a649578407def9c77cd1f30b8a70b720660ae193","observation_id":"1b13fa02-dd80-44dc-a4d8-2f6adb9f8736","resolution":{"observed_at":"2026-06-19T17:09:50.700251Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2601.10962/citation-record","integrity":"/paper/2601.10962/integrity","json":"/paper/2601.10962/citation-record.json","paper":"/paper/2601.10962"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T10:12:58.166629Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:58.166629Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:1e23f4cde580fca8788f3d1e4073cce9bb03c1942d79503862608a95fdefecda","observation_id":"5fa9d141-045b-4533-ab64-58c58ed541e6","resolution":{"observed_at":"2026-08-03T10:12:58.166629Z","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":"2026-08-03T10:12:58.268921Z","title":"The dynamics in thex-direction are governed by the local curvatureκ x ≡∂ 2 xL","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:58.268921Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:4c9c5ccd803b1259cd19e342057d2cf5a1ac7450de41ec42b1e077bd4814c064","observation_id":"95e9080d-21c0-466d-993c-eae2ecf1d45c","resolution":{"observed_at":"2026-08-03T10:12:58.268921Z","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":"2026-08-03T10:12:58.420556Z","title":"Based on the Fokker- Planck equation, the MFPT from the sharp valley mini- mum (x⋆","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:58.420556Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:3d4875a6198c3b36d307cbfd39def42774c8f65560e1ea774a931ee9afcc39be","observation_id":"5b810f69-69ce-4b10-9a5c-d21056588108","resolution":{"observed_at":"2026-08-03T10:12:58.420556Z","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":"2026-08-03T10:12:58.623670Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:58.623670Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:527d36d386e288a2a2c677fe4a3f186ab55fa9ec271736f873be9b3566eb410d","observation_id":"3f0003f0-65cb-4a61-8f42-2cef4967cbc2","resolution":{"observed_at":"2026-08-03T10:12:58.623670Z","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":"2026-08-03T10:12:58.836701Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:58.836701Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:2b204c25024f99d55f28d398bbb0f663bc967a9cd2c146e6a13d34bd241dea77","observation_id":"6b14edf6-0509-4e0e-ac88-b90d60b76331","resolution":{"observed_at":"2026-08-03T10:12:58.836701Z","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":"2026-08-03T10:12:58.996541Z","title":"Asyincreases, the escape ratesk ± decrease ex- ponentially","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:58.996541Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:7f2683ce6f51b0927a92efedf4541fd97e251e95b820a2fc605103ea5932e02a","observation_id":"d7e3c753-1eef-4d6e-8a80-e1f962f8dca6","resolution":{"observed_at":"2026-08-03T10:12:58.996541Z","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":"2026-08-03T10:12:59.171651Z","title":"LeCun, Y","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:59.171651Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:60e75379c45a2b3ea453ccc83db5d7324cbb5bef946ae26da68424f59c6a5b5e","observation_id":"9314b761-c2b6-4668-abaa-c41e1507d21a","resolution":{"observed_at":"2026-08-03T10:12:59.171651Z","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":"2026-08-03T10:12:59.344970Z","title":"Levine and Y","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:59.344970Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:377874d0bae4e3893f6f60710d5df00eda4c676009ef11cf65d3838219022089","observation_id":"ccb7517d-ff75-4e21-8cee-f44f46cf6e06","resolution":{"observed_at":"2026-08-03T10:12:59.344970Z","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":"2026-08-03T10:12:59.500506Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:59.500506Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:470db33d1a3c9de04947de32f6e6532acf066cf47952cf9fa5f6a136cc7231fb","observation_id":"26dad3b1-0582-4849-9102-d6a5160bebbc","resolution":{"observed_at":"2026-08-03T10:12:59.500506Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2007.01429","last_updated":"2020-07-02T22:50:20Z","snapshot_observed_at":"2026-07-06T09:34:58.424259Z","submitted_at":"2020-07-02T22:50:20Z","title":"The Global Landscape of Neural Networks: An Overview","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2007.01429","snapshot_observed_at":"2026-08-03T10:12:59.673995Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:59.673995Z"},"links":{"cited_paper":"/paper/2007.01429","citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:aaea75eb9e41d1f5279cec0875cb4f833cbe7648b2670d901dc145fca2bbd65b","observation_id":"4e290d7a-47fa-4a54-8981-bc9083f7959c","resolution":{"observed_at":"2026-08-03T10:12:59.673995Z","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":"2026-08-03T10:12:59.812611Z","title":"Zhang, Y","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:59.812611Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:3cbd9cba8e378a93c1291db7d55c22d47a648ec00927ec74d671b0ebd1987ec1","observation_id":"a392bdd8-7032-47a2-a1e1-31c97ac03753","resolution":{"observed_at":"2026-08-03T10:12:59.812611Z","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":"2026-08-03T10:12:59.986418Z","title":"Choromanska, M","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:59.986418Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:a5d8f73465e4d3382b09513c0f4fd95ab5b0c15845a00365c6bd166cf315dbf5","observation_id":"6fdb7bee-4ba2-41c1-9318-f534e7073776","resolution":{"observed_at":"2026-08-03T10:12:59.986418Z","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":"2026-08-03T10:12:59.991273Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-03T10:12:59.991273Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:daf3ceffd211383f1717e7044c97304de15e25e45222861b74764ee716ec30a2","observation_id":"5ef789e2-5154-4908-84c2-f99fa4307db5","resolution":{"observed_at":"2026-08-03T10:12:59.991273Z","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":"2026-08-03T10:13:00.046770Z","title":"Hochreiter and J","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:00.046770Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:2e24e786184a4d424677a7c6d1928591848811b0b9df13d58f41f78cc0665aad","observation_id":"4067c60e-bbe5-4bb3-9e47-83e43a376f62","resolution":{"observed_at":"2026-08-03T10:13:00.046770Z","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":"2026-08-03T10:13:00.159381Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:00.159381Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:6240142831d7c758568ea6e252d896afb2edd27c707e18cf8b45993e0297bcd8","observation_id":"3559c9b0-a926-4dde-924a-9ee5ac244256","resolution":{"observed_at":"2026-08-03T10:13:00.159381Z","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":"2026-08-03T10:13:00.207991Z","title":"Jastrzebski, Z","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:00.207991Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:3aab21616f19a82037a226a47b042ea6b9865fe765ceef88139971cf10a097b6","observation_id":"c752c4cc-6864-49f3-9539-d31755ce4a74","resolution":{"observed_at":"2026-08-03T10:13:00.207991Z","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":"2026-08-03T10:13:00.382410Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:00.382410Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:b17c145eeeea329579fd67041575c4eba572bac637ae91d695875e7a461e1531","observation_id":"902b15ca-2d8e-4ccb-9e94-ce8501f63615","resolution":{"observed_at":"2026-08-03T10:13:00.382410Z","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":"2026-08-03T10:13:00.555440Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:00.555440Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:6beac369826819663169e18e0f74cfd84c1bb6a494c755df1c262fa47dfeded5","observation_id":"1c944505-f47c-4814-82ed-19f9189960be","resolution":{"observed_at":"2026-08-03T10:13:00.555440Z","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":"2026-08-03T10:13:00.720939Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:00.720939Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:69bd2feb570bf4138a773581cf8c6a176961786a399759f36825cae053ea8555","observation_id":"c29f46ad-48dd-4806-8df8-17122d7c5d30","resolution":{"observed_at":"2026-08-03T10:13:00.720939Z","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":"2026-08-03T10:13:00.871852Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:00.871852Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:77e316f853b314216f64905268613edaba68b7dcf80b6e51b3ebf92ea52417fc","observation_id":"46093e39-aefa-4942-adf7-da3d795c655c","resolution":{"observed_at":"2026-08-03T10:13:00.871852Z","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":"2026-08-03T10:13:01.017660Z","title":"Robbins and S","venue":null,"work_id":null,"year":1951},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:01.017660Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:f8b4b1134873ba35a3ed2eaa299fcde4dc915ffcc21804248eaf9c40c409257f","observation_id":"6ec2a72d-386b-4530-a090-2ed4c72786dd","resolution":{"observed_at":"2026-08-03T10:13:01.017660Z","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":"2026-08-03T10:13:01.219372Z","title":"Bottou, Large-scale machine learning with stochastic gradient descent, inCOMPSTAT(Physica-Verlag, 2010) pp","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:01.219372Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:27281bca2e83fd50cd1e27a666c00a52599e66ce42191670513bdf16ab2ba055","observation_id":"c9cb46a7-0a9f-44fe-89a8-9c98acb3262e","resolution":{"observed_at":"2026-08-03T10:13:01.219372Z","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":"2026-08-03T10:13:01.491014Z","title":"Xie, Q.-Y","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:01.491014Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:83ffb4a763652ee6193bc0e3fa9da43b1816cba2588f861cd1446eeb3a711535","observation_id":"587e45bc-bb4c-4d4c-965b-376d41f5c60b","resolution":{"observed_at":"2026-08-03T10:13:01.491014Z","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":"2026-08-03T10:13:01.636277Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:01.636277Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:59d2d4929662c12bc8aeaffda0fea1111d9114211165e6c1dce6e086bd575d23","observation_id":"0f6b49e9-8e20-41a0-9fd1-fcfe9885ef3d","resolution":{"observed_at":"2026-08-03T10:13:01.636277Z","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":"2026-08-03T10:13:01.900765Z","title":"Feng and Y","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:01.900765Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:019cd0a079d17a4940ed7df7b655bb6f745fc5774e4cf73f1cbd60ba22a311b4","observation_id":"5ca18f5a-c70b-433b-9278-2ac39cbe7bfb","resolution":{"observed_at":"2026-08-03T10:13:01.900765Z","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":"2026-08-03T10:13:02.058357Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.058357Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:198b55e6e7329fc7ffca37d44be431f5eb28031ff4c7017b955e3fa1d54b7a1f","observation_id":"7e9ba3eb-bc8f-4e30-a21e-dfd17697d14f","resolution":{"observed_at":"2026-08-03T10:13:02.058357Z","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":"2026-08-03T10:13:02.255148Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.255148Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:886543b8b3be4e9c9fadecb5a38874c3047e2d6df95b5d6a37e3716b3fa80fa5","observation_id":"33039895-5e97-4333-8fb7-e2402bc3742a","resolution":{"observed_at":"2026-08-03T10:13:02.255148Z","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":"2026-08-03T10:13:02.365967Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.365967Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:213918075f87c4500b2c5c49ba3549f21c0cf71e1afe3722732925aa983b2dc3","observation_id":"0144f846-a60b-4382-b735-d7f64342518b","resolution":{"observed_at":"2026-08-03T10:13:02.365967Z","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":"2026-08-03T10:13:02.532313Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.532313Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:805c322819e422acdd920780b66853b16acf31c304e313fabf4d98604715e3e3","observation_id":"23401473-9c9b-41a2-bf0c-89ebaf8c86c9","resolution":{"observed_at":"2026-08-03T10:13:02.532313Z","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":"2026-08-03T10:13:02.544559Z","title":"Chaudhari, A","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.544559Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:8f98474f218c804372ba1072791e7196b97869bfc63b70ae8c869fcc6813f53b","observation_id":"a3dbf82c-c0d5-4cb6-8823-e269a8c5c889","resolution":{"observed_at":"2026-08-03T10:13:02.544559Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1910.00195","last_updated":"2019-10-29T16:41:33Z","snapshot_observed_at":"2026-07-06T08:25:55.675662Z","submitted_at":"2019-10-01T04:13:27Z","title":"How noise affects the Hessian spectrum in overparameterized neural networks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1910.00195","snapshot_observed_at":"2026-08-03T10:13:02.562509Z","title":"Wei and D","venue":null,"work_id":null,"year":1910},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.562509Z"},"links":{"cited_paper":"/paper/1910.00195","citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:bd3c373555ac0a15501def045df05f2806cef3982ddda88af7155f26f3883856","observation_id":"86891b60-aaac-4fd9-944d-e019d5475cca","resolution":{"observed_at":"2026-08-03T10:13:02.562509Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1812.04754","last_updated":"2018-12-12T00:36:17Z","snapshot_observed_at":"2026-07-06T07:20:39.525340Z","submitted_at":"2018-12-12T00:36:17Z","title":"Gradient Descent Happens in a Tiny Subspace","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1812.04754","snapshot_observed_at":"2026-08-03T10:13:02.618893Z","title":"Gur-Ari, D","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.618893Z"},"links":{"cited_paper":"/paper/1812.04754","citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:91ae6fb65c912bf769c9697ee4c28bff03f9ef0d3512f52ce3b142e5fd8be712","observation_id":"db873a09-597c-4257-9cf7-6d4ec22e907c","resolution":{"observed_at":"2026-08-03T10:13:02.618893Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1711.08856","last_updated":"2019-02-25T11:08:56Z","snapshot_observed_at":"2026-08-10T08:36:18.078005Z","submitted_at":"2017-11-24T01:58:54Z","title":"Critical Learning Periods in Deep Neural Networks","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1711.08856","snapshot_observed_at":"2026-08-03T10:13:02.816299Z","title":"Achille, M","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.816299Z"},"links":{"cited_paper":"/paper/1711.08856","citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:be4954e82d355e5838bca5d45739c5cb5c5ef4b718d7823e303015e2e96d1e25","observation_id":"38991c7f-158c-46ef-98f4-ea39af00c55b","resolution":{"observed_at":"2026-08-03T10:13:02.816299Z","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":"2026-08-03T10:13:02.962720Z","title":"Feng and Y","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:02.962720Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:4e3c691718abda726b39367db7cbfe26c2a01ea4f3e639057aee90427b9450c6","observation_id":"d29e94db-0961-48f9-8027-947a4f94a88e","resolution":{"observed_at":"2026-08-03T10:13:02.962720Z","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":"2026-08-03T10:13:03.057490Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.057490Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:fc63050ca8b0e7001260d7e2de80f0b1c0b6eb300497888858c2fc7fa8cf22a5","observation_id":"c4bd2eee-a759-4519-be4f-b2253f3b49ae","resolution":{"observed_at":"2026-08-03T10:13:03.057490Z","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":"2026-08-03T10:13:03.151299Z","title":"Jastrzebski, M","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.151299Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:ffea4093c55b542c54cfa51a43a032db46851377b10583d42914c7f7eaaa523f","observation_id":"09bf8cfd-00a4-4498-9c99-cf61fecaa277","resolution":{"observed_at":"2026-08-03T10:13:03.151299Z","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":"2026-08-03T10:13:03.215677Z","title":"Frankle and M","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.215677Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:7d66f6d72f8845a04907a00a55b2d76a7bef18d868eb8cdde8adaec56630b5f9","observation_id":"fca65375-75b3-4edc-818f-4cdffffebc1f","resolution":{"observed_at":"2026-08-03T10:13:03.215677Z","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":"2026-08-03T10:13:03.273948Z","title":"Ghorbani, S","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.273948Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:e9147a9bac514c0b887b61948e3112afd5e899b4994e9a97f508b1e8f7540f5a","observation_id":"a58e61da-c5d0-43d5-bce6-e2ce37a805fe","resolution":{"observed_at":"2026-08-03T10:13:03.273948Z","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":"2026-08-03T10:13:03.328022Z","title":"Sagun, U","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.328022Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:357166d92ffeafb43cb39825296096b9cac655561455ead2392ce9b705c7705d","observation_id":"5a29c60b-961d-46e2-8976-70369dcaeb6e","resolution":{"observed_at":"2026-08-03T10:13:03.328022Z","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":"2026-08-03T10:13:03.394968Z","title":"Waddington, The strategy of the genes (1957)","venue":null,"work_id":null,"year":1957},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.394968Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:158ed22359f343555305a55ad6e285092a38a50704364ea5775bd10e4d4dd6a1","observation_id":"1b578b18-29a4-4e59-94e6-edda1f095ac9","resolution":{"observed_at":"2026-08-03T10:13:03.394968Z","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":"2026-08-03T10:13:03.489259Z","title":"Kitano, Towards a theory of biological robustness, 15 Molecular Systems Biology3, 137 (2007)","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.489259Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:69715b05a6a6493385533985ddbb78c749b1858997ff2adbff9b34c6786b71e7","observation_id":"945424aa-2128-44f9-9763-ea4560648a6b","resolution":{"observed_at":"2026-08-03T10:13:03.489259Z","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":"2026-08-03T10:13:03.589725Z","title":null,"venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.589725Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:312b7fb479bc89e3ef58407e26c3df809d107b1bd6bcbe41d7518c86fff916e1","observation_id":"a64e9520-e82a-4ab2-bd7e-0e0ed20e2c15","resolution":{"observed_at":"2026-08-03T10:13:03.589725Z","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":"2026-08-03T10:13:03.691156Z","title":"Pujadas and A","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.691156Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:7dc488988c3b4ad21327ea93d0e0d6a0011d9f6735b69fc295201168e4a749de","observation_id":"3e14c4fd-c2b4-409a-bc8d-9c846589f45a","resolution":{"observed_at":"2026-08-03T10:13:03.691156Z","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":"2026-08-03T10:13:03.750032Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.750032Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:94702b8815ef77ecd031fd285318f174f714de9a23db19a3dfa0dca57706f987","observation_id":"f5fa5fa3-98f2-43e9-ad45-814dd9eab6a3","resolution":{"observed_at":"2026-08-03T10:13:03.750032Z","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":"2026-08-03T10:13:03.821399Z","title":"Fort and S","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.821399Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:fbb32e00a5aa7e1ff4cdd90bbf4e486c884ed31b7065e57094b574bf2bb37571","observation_id":"1c8b8b35-b46b-4030-84db-bef67c7d5cfd","resolution":{"observed_at":"2026-08-03T10:13:03.821399Z","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":"2026-08-03T10:13:03.877304Z","title":"Garipov, P","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.877304Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:dff3f980b1e65017b7904afc45723f3d2c4deb5d72f2e54ac85e8f3741fd52d1","observation_id":"9de60028-4ccc-45dd-b87b-6c6a1657e116","resolution":{"observed_at":"2026-08-03T10:13:03.877304Z","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":"2026-08-03T10:13:03.880572Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.880572Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:7fe1ce20254c21f055dcdf07e41d6d8144c5f1d0cd26485bb52af4cbc3199d96","observation_id":"f71f5942-ccc1-422d-a1ff-99b3f291801d","resolution":{"observed_at":"2026-08-03T10:13:03.880572Z","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":"2026-08-03T10:13:03.883713Z","title":"Gardiner,Stochastic Methods, Vol","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-03T10:13:03.883713Z"},"links":{"citing_paper":"/paper/2601.10962"},"observation_digest":"sha256:c54faded3c1a13ff842b1f835b2236cefa023808114f15f85727519c0bec0d41","observation_id":"03277256-1c43-4f53-9b03-15e7d555f09c","resolution":{"observed_at":"2026-08-03T10:13:03.883713Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2601.10962","last_updated":"2026-06-16T08:58:30Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-06T03:56:18.464413Z","submitted_at":"2026-01-16T03:03:45Z","title":"Noise-Driven Exploration and Transient Freezing Select Flat Minima in Stochastic Gradient Descent"},"reference_resolution":{"displayed":48,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":48,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":48},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2601.10962."}