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Paper Citation Record · LEDGER

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2505.21321.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.21321 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:34:10.445228Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

  • verified exact2
  • verified fuzzy23
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0405bcdb-3794-493a-a6f2-9ff0b3dc0ba2 · outbound

This paper cites Nevergrad: black-box optimization platform.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Nevergrad: black-box optimization platform

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:15.561194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.710166Z digest=sha256:bd4008a7896401423e37a2dda31a1b7019516e1c618113d962d7e4cbf0ba2e21

Observation 85d0d73d-f818-41fb-a3ac-cd1b55ec5c29 · outbound

This paper cites Algorithms for Hyper-Parameter Optimization.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Algorithms for Hyper-Parameter Optimization

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:15.314162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.762193Z digest=sha256:e9035f84efc1952ec8d21f62662ea23ebc38771d9d7b29f94ecf5d36a0c40572

Observation 77cdd48b-c652-4f35-adc6-ace87fbdc51d · outbound

This paper cites M., Gusev, V.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization M., Gusev, V

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:15.161724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.865911Z digest=sha256:a1ec65607c11389190b9386fd18cacd802effc68d521b00c2f8583b69a677aa4

Observation 2f66519d-ecd4-4755-b2ca-bbc1198ffdee · outbound

This paper cites an unresolved cited work.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:34:14.968330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.993517Z digest=sha256:68aaa1a81700727c7763d6921dbfca55d74b143e05c8ef5d5a141209c1823097

Observation aa128f79-035c-491b-8568-12dbcfec6c51 · outbound

This paper cites Iohexperimenter: Benchmarking platform for iterative optimization heuristics.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Iohexperimenter: Benchmarking platform for iterative optimization heuristics

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:14.699191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.064669Z digest=sha256:0511aa50aa5a8719698d5b0b4da50329250df750b14753dab82c8ba5a44d1617

Observation 0704f052-d717-4011-be39-1cc781baf081 · outbound

This paper cites R., and Eriksson, D.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization R., and Eriksson, D

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:14.409296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.180348Z digest=sha256:03ef728a209b1a0081fd5888010762001c1c514868d69466c461dc660085e177

Observation 1b68ea6e-920b-475a-a7c5-871191c7fa67 · outbound

This paper cites IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics

Reference 7

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unresolved
no resolver link, observed 2026-08-07T13:34:08.306217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:34:08.306217Z digest=sha256:fe920ac572c563e00c46809c70b4bc66b57f3381d8b697d6626ac8641c579c85

Observation 864a6279-f11d-4a63-afe1-b60e8bd146f8 · outbound

This paper cites HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T13:34:08.386452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:34:08.386452Z digest=sha256:5f83e1000413bffdf07baaceefd292e11882d5870c96b84ed42e1e2f929d7238

Observation 7c6b59d4-468c-42ee-a4d5-19e29ea0d4d3 · outbound

This paper cites and Jankowiak, M.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization and Jankowiak, M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:14.109324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.450562Z digest=sha256:e0942a9695d711aedeb01f32f04300cc65c50489c5aef8ef8cdeab19a76450ea

Observation 05661c35-d4cb-407b-a8b9-501f4ca61f33 · outbound

This paper cites and Poloczek, M.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization and Poloczek, M

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:13.863801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.513771Z digest=sha256:7eaf95ee832e8577d0d9d3da4e646fc3008e5eeceb8792731036bd1bb6017872

Observation e3d4ff12-6fa0-4f49-a008-9a6352100696 · outbound

This paper cites D., and Poloczek, M.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization D., and Poloczek, M

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:13.620619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.604236Z digest=sha256:6290867ad4d3f6ad754b0ac795bf3c01ab0b737bb06966f84773a73ae39bd6eb

Observation bff01a96-3a46-4f48-bd56-b9bfa63c1ff7 · outbound

This paper cites H., and Hu, Q.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization H., and Hu, Q

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:13.339892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.680506Z digest=sha256:ff81ed244bbfb589d9093d46419b6c2dcc7522b387a01c6c9f20d63d0a512522

Observation 47d078f8-7206-462c-8f73-d4b4f54dc567 · outbound

This paper cites A., Sampaio, P.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization A., Sampaio, P

Reference 13

Resolution
verified exact
doi, observed 2026-08-07T13:34:10.585916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.768263Z digest=sha256:01defdf81cac1506afbd3627c0bb8adec5bfc30b666d6b96a54509cf4254023a

Observation 59602b2d-43a1-4602-affe-808153177338 · outbound

This paper cites M., Requeima, J., Pyzer-Knapp, E.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization M., Requeima, J., Pyzer-Knapp, E

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:13.139863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.835986Z digest=sha256:ddcf1f42604afde1c1c90d712a23840d1b085ac4784e46e1cd6cd50dd4004602

Observation 58302328-81d8-480d-b50a-a5f553d6602f · outbound

This paper cites O., and Nardi, L.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization O., and Nardi, L

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:12.938516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.928049Z digest=sha256:d52e7c5712bedbbeadc3d117e15aaf532dadc8d74a987581cc60aab90ee0a603

Observation fb974837-d1ac-454f-8f0c-8233ae62986d · outbound

This paper cites an unresolved cited work.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:34:12.796918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.025685Z digest=sha256:2997bc4e23d37178ccf31e889a9dbe22c191f825ddc61e6f97d5ed77753e4487

Observation 99cc16e2-53ed-4d58-8c45-adbd973da563 · outbound

This paper cites an unresolved cited work.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T13:34:09.109596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:34:09.109596Z digest=sha256:a458f542dc302037e6d10a530e180d774a232f9a47bff48ab87ccfe7b9903f6d

Observation a06ca170-d1e2-4be4-82d8-7b6d074fcbdc · outbound

This paper cites F., De Breuker, R., and Castro, S.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization F., De Breuker, R., and Castro, S

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:12.651940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.168703Z digest=sha256:60f1d5db4001bb5a46d46782fc127f6c973983f4d7e78670674cc05f483c7feb

Observation e702a064-ab60-40b6-a174-aaf850317b6a · outbound

This paper cites Local bayesian optimization via maximizing probability of descent.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Local bayesian optimization via maximizing probability of descent

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:12.504116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.268878Z digest=sha256:c7a9de9ada93a6bb88cea136d859a7d3f3684da6f46f39d216c1418c1a2743f7

Observation 401941be-bd96-4af2-8b8a-1d7e2e57fc06 · outbound

This paper cites Combinatorial Bayesian Optimization using the Graph Cartesian Product.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Combinatorial Bayesian Optimization using the Graph Cartesian Product

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:12.376862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.338298Z digest=sha256:4ded3952b6f7cf4f83a7cb59937d4821b442244ef2c15fa51a9b5b3401a6a5f8

Observation dc9ae548-76d4-498e-8407-fb5a17424c07 · outbound

This paper cites Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:12.248349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.411493Z digest=sha256:d2a62b35b71f836afde6465b035712afa9e1fd3af1a27994eea8e89fb15d7615

Observation 991c8b3a-07b6-41da-a24b-a32bfa06fcde · outbound

This paper cites Bounce: Reliable high-dimensional bayesian optimization for combinatorial and mixed spaces.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Bounce: Reliable high-dimensional bayesian optimization for combinatorial and mixed spaces

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:12.101267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.494649Z digest=sha256:f0d0b1ece7c34cc6c9696fe5245ad0c70714a0dfacde615d20c9ea25c0b6f863

Observation 6f248ddf-cc06-43af-911d-350c01d6a594 · outbound

This paper cites Understanding High-Dimensional Bayesian Optimization.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Understanding High-Dimensional Bayesian Optimization

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T13:34:09.551050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:34:09.551050Z digest=sha256:46d81ab853ad75bb3e5c00df1d9cd736d657d4adb193bd94c8e55af09802ece6

Observation 79577867-8709-46ce-b0b8-fd4a6758bf2d · outbound

This paper cites and M \"u ller, R.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization and M \"u ller, R

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:11.980081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.672323Z digest=sha256:6198eace4d12e2f7647df50cadbdc6eabb97eabfeccfb37b7ada02dab122976c

Observation f01b140e-d9b5-4975-8c19-b163db4586fc · outbound

This paper cites LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:11.867164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.775196Z digest=sha256:485446a1b76d8c3378c36c9eef2f9d686ff7752ebe88ddde0121c61db07d5bb9

Observation bcdbc7ec-33ae-46b5-8b0c-fdb69ceb1e79 · outbound

This paper cites LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:11.743488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.847339Z digest=sha256:d00122a5aca5e048672c29b87da5364df314282efda7b6198856532b347c8de2

Observation a205af1f-bc21-4092-bf27-dc46630ec3ce · outbound

This paper cites Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:34:10.884487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.933955Z digest=sha256:e89b273d18002930a863181579961b23b0607a91ba2fee2a4e9796e15f31ad9e

Observation d68b41e2-e7f4-4f3b-831a-f2237e36e789 · outbound

This paper cites an unresolved cited work.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:34:11.593977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.981150Z digest=sha256:f3e5f41483f74fa41ded5f717749efe8ad5d1fb09e37226de97dc945a753aed4

Observation 5a414230-4247-4fac-b299-de1737fcad3d · outbound

This paper cites E., Sahu, S., Kosa, N.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization E., Sahu, S., Kosa, N

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:11.440682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.071376Z digest=sha256:dd194ef7f6b6aff3c34d2a2ac952c2457c9e65119d98d376ab8d19fe068e1da1

Observation 4e1344b8-7f83-4803-8592-9d31b60d7943 · outbound

This paper cites CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:34:10.146953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:34:10.146953Z digest=sha256:09275d0f59b324a5182ccbf5148572fb85a0a13ee2afb9ee35606fce7934d028

Observation 4685e915-980c-4533-bdf3-cd640d421393 · outbound

This paper cites Bayesian optimization is superior to random search for machine learning hyperparameter tuning: Analysis of the black-box optimization challenge 2020.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Bayesian optimization is superior to random search for machine learning hyperparameter tuning: Analysis of the black-box optimization challenge 2020

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T13:34:10.238827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:34:10.238827Z digest=sha256:66a001eff8eff2ebd83344c6f7eeadcc03719b6f96c10cd3b318e2c58e27772e

Observation 54f7d4f3-fef6-45c9-8889-27c31151a7c0 · outbound

This paper cites Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:11.314494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.291676Z digest=sha256:a54320b2ebb70edadbb2e025ca9ac56442e65252051568eaa8c97600e14e0672

Observation c5989751-6a75-4339-b85f-67ef1e0435bc · outbound

This paper cites Batched large-scale B ayesian optimization in high-dimensional spaces.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization Batched large-scale B ayesian optimization in high-dimensional spaces

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:11.189507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.360365Z digest=sha256:7290cdc04a56e8671200bed0fc95a0b57d67234303e7002429e4784111f4f58a

Observation 0cb9d4e7-62e4-4469-88d0-482e40252e37 · outbound

This paper cites M., and Zhe, S.

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization M., and Zhe, S

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:34:11.056128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.445228Z digest=sha256:b2185eb0ebb773ae0f9237ef774d1a7dba6b005d83363a2471742df8599a311f

Pith citing papers

No inbound Pith citation observations are available.