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Paper Citation Record · LEDGER

Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization

As of 20 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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.710166Z digest=sha256:46fe12d8a2e4d334789b85f6bbc204d5b002cbc7280d3e05fe954591c4b9800d

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.762193Z digest=sha256:a192cb0c255eccc3cea02a02818bc8e26e7a61511619aafe1b54acfd5ad71ee6

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.865911Z digest=sha256:6a4a1622f64bda1a5d977d2c40ad7f39660f9d65ee00e2afe6aada096c9ff6fc

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:07.993517Z digest=sha256:6d30201829ce01836ad6b9de285deca4c36b673f7586f0a135187be1f04700e3

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.064669Z digest=sha256:5a86f187b5b6a23a05efa8cab45b413d3f2119ad49bd229309125d3b7c8312a6

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.180348Z digest=sha256:e1db67049fbb8b1f1c36ad097eb2809d36d50e65198f8c4731339d939cb7f44d

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=sha256:6b4134d5da1687a8e5de09b59164985478ee2c2846bf1fc7b2a82b2dae8116e5

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:f4b017321da9b78719805525ad3cab35b7d69183a56b3fa98848d3620eb1eaa8

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.450562Z digest=sha256:55d8ea44b745f99ffa60fa7f6706c677a8967c7b5972359c9b94551e96a177c9

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.513771Z digest=sha256:8a36e43121d911493aff3bb2d5c64235b062450c815c2cf00813cdf8de6545cb

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
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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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.604236Z digest=sha256:aaab8efc4bacf8792b80edfeeb13b335dad5e4a6c35a558bcd406fed1a0a0224

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.680506Z digest=sha256:513db87dd8f73da70f303e9f5992494cbc8bf82c20fb492487d7735867c0d6b5

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.768263Z digest=sha256:17652dae536cc5adb337e2897a34904d177ba101efc9adf37708992938902e10

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.835986Z digest=sha256:d40e7b981d9464b000d5835eb87ff48dc591b4e0b2f236db1b455042116aa477

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:08.928049Z digest=sha256:31f4b6dece2e936e82bc506ccfcf061d910d6e3e6471bb4d74840ed68996ec21

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.025685Z digest=sha256:2c0d1dc647bd311722477142262c94cbae66e3d71f1473bf681f54dab8764bce

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:c46b7521cfab1ea7f56f02de98926b92997ff46a12e72f458cf84cf01b417c40

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.168703Z digest=sha256:e6c87817f18f74b9ea4f0d78b3afe852d5b5180a0bc44cda1c4ef0279c1e81c2

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.268878Z digest=sha256:9fbf19a8b64293ee47114c34e751f6c020c54447d5142f7436e0aed494dca1f2

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.338298Z digest=sha256:1db0517e16bb200dce17939e0c530d324accc6d0e334eddcd33d51af27748780

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.411493Z digest=sha256:4e5f5a76716f0fc71173b96e9b537a0aa0ef681248e084f24050de76368dcaa8

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.494649Z digest=sha256:024d83896a6c5675da681289a80e7dd63369b79eef56febbf6c00bf861a5144f

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=sha256:39795fdcceba5bc208e3338a69375e59fc1f11f7696dcd3bdbc1057b07804d59

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.672323Z digest=sha256:da9db62693f731d1ce213e6651a3219f3ce167c5fe4b999f26fe356dbf2e3bd8

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.775196Z digest=sha256:9145048311e3b3a3cbc79d22a56b3a9cdf7e6832090c1fc4484778eac09a6630

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.847339Z digest=sha256:6b6952363962daa973941f61f78fab50d5ee680f65e92e120a7e687218e95b7d

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.933955Z digest=sha256:ba07435f7fb406ec496fb951615def9c6882d09b35779c5222b0c6e10c550351

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:09.981150Z digest=sha256:1622fcffdabcf3627668e23dcfff8caad12b4e0549bd46befccc167f8627a013

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.071376Z digest=sha256:3a8d6a378843401b09e42ba22e5d56b12b431663cf3e72197a35334b1f1392a2

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:b5483b2580dddfbbc6e982ab63907a601517de37d6f0ccc84f9b59d9e2cd5a5f

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:d77c04bbdc0fc911b5d4f7263632bb6b764e478dc24efa8aabfbe1454664d947

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.291676Z digest=sha256:0382b99c149bfb877c944e8da9aecc4a0a5c00bccbf731afffe86d5b44e7da43

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.360365Z digest=sha256:7af4a8b90a4be91120ec2a19de1ea2458f7ffc3345d152311ed670e4a49a53c4

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T13:34:10.445228Z digest=sha256:21d2ab6f274008f5bd0f79449941e7b081012847b53aa52f155a10bc2719b136

Pith citing papers

No inbound Pith citation observations are available.