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Paper Citation Record · LEDGER

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization

As of 8 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 2026-08-07T06:34:17.273281+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.710166Z digest=sha256:ff21057cefaafc2fee9b5bfb8ad0881aaf8d6cb2d095a5b4c9770fae6d77ee4a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.762193Z digest=sha256:c9ff139f435658481acf1c3e52631f587447d1ab59113a7bffbaa5be96591fd3

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.865911Z digest=sha256:733166bc268dc11610cb581f5f6b6e35ef316d32f83d0044125f03652b889379

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.993517Z digest=sha256:0c3c2ba2b525ba927d36bc97b6b416a2ffc698e49d35f6e419308f7789f2163a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.064669Z digest=sha256:f2f2389b9c8aa59cc920d52c0b6b8fef73f6df6b7d75e293466635027f004d07

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.180348Z digest=sha256:bcdb7db829ca7c84b4b2e4afdd156d81fdab5f5310fd4d9754c235b26869a61a

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.450562Z digest=sha256:8825520cfe5bceeab151ec8624e8fb661a91a66ad8c7f70273a79ea4549da052

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.513771Z digest=sha256:e50182350940f46049b87f17957d9e6400b717cff8064c09127dd03cf7efb51f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.604236Z digest=sha256:db75f41452997bb9ecc7b7d2ef13a547a81ef48716eb8e44ff79b52a42a5a054

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.680506Z digest=sha256:175aad109d0f73c1030941a883ac4fde156f8a474a2272340ae091767158bc78

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.768263Z digest=sha256:4a50512fa2c2abbccb7eee86d699179b25b7967a1be29a30595fa63de1c861b6

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.835986Z digest=sha256:ed4c121a06639b30d2c83896a31af5bb3d0d0c90e3ad31155135ef1970952b19

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.928049Z digest=sha256:d01412494832ecbdd1d8f4f9c8a19eb798cbc9f39c8ad37126178a42acedf869

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.025685Z digest=sha256:7f99beb2453c084038d1299694cad57e0f604d87c5c5c4598fff05cc72e6d431

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.168703Z digest=sha256:63f43b42827577fe35bbb4f0f1addb8e8776a2236065e844d5a9d3469c5bffe3

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.268878Z digest=sha256:2d8e01c8fb583657881f7355d0d48e3846021c1d4f3134e10a2daace57396852

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.338298Z digest=sha256:55d0d75c483a2c3a8a287003e1434cd762d0340176ec9381236db2f84dcb2ae7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.411493Z digest=sha256:baacff2dbf42d0385e67a0fe837445de2149225719d38615b3dd20c88c8b5feb

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.494649Z digest=sha256:64a1c1c5646757b6e6339aecd7d37c4f62045ecc5352645ae992c0f2a81cf7a0

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

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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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.672323Z digest=sha256:54eda8205135e194eb5580866a6a30331e3a5a428b6aa37f29139eb7f874d01d

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.775196Z digest=sha256:81fbcf028fffadcc264ebecdcc594e64b8481c2011c97abf9cf9e1ca17627a8d

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.847339Z digest=sha256:66b71a810d072580c4373fae2a1976a53fed0923fd0364539c86e806c532a851

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.933955Z digest=sha256:61d792692d06f9d1fe8a10fbf63810a8f3d7def2e31c11f272c46858769eea4a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.981150Z digest=sha256:4ea7ec9051a094072d24cff4e200aa59432ac4c652a5c28cbbc42545d46f0047

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.071376Z digest=sha256:f2bc2b3c60fd0522dd9d90e4d78db3df6c9bf5e0fd0e0ad3bc0903b0a2d04cae

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.291676Z digest=sha256:5cbc91d6bd2d0195181d664dc87b11a0b969d9070fc7c38ca52c75311cabd352

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.360365Z digest=sha256:d55985ac7f788f71d46b7836099f571c9487871aaf29982a7854bb17c0b3d501

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.445228Z digest=sha256:ec3ffdd37040dba8e7983ce87d0c01f9d0a3a892eb5f60979630d6fe2c36b4ae

Pith citing papers

No inbound Pith citation observations are available.