Paper Citation Record · LEDGER

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.08053.

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

pith.paper-citation-record.v1
2507.08053 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:44:33.007174Z

measured 36 of 36 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

36 of 36 outbound references displayed

verified exact5
verified fuzzy3
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9061f843-c293-4764-8607-b900f829b43c · outbound

This paper cites and Aitken, C.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently and Aitken, C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:44:38.159674Z

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.

Observation 0d57ca21-6bc9-4936-b50e-cabe63fbd3e0 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:37.982667Z

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.

Observation c964158a-cfcf-4d8e-a7ea-371203f061ad · outbound

This paper cites and Poloczek, M.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently and Poloczek, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:44:37.813863Z

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.

Observation ef1385c5-e136-442f-9fa4-678eb194425b · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:37.689545Z

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.

Observation eb6bda72-2aeb-4d8a-b612-c2ab579648f7 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:37.577574Z

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.

Observation 67b7ed86-0cda-4d2f-833a-18dc1dd11c5e · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:37.433363Z

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.

Observation edb17292-ecfc-46a3-9d77-5fd80e177f15 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:37.290742Z

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.

Observation a5771c8d-94c3-4454-a732-c3b25cc84561 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:37.148063Z

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.

Observation b05e40d1-2ce5-4656-b7b3-bce649ffb234 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:36.995148Z

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.

Observation 991508e9-6f80-4dbe-b7e0-c05e3f1c4660 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:44:30.931073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3564db-1510-432d-a08f-72625a89423b · outbound

This paper cites The CMA Evolution Strategy: A Tutorial.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently The CMA Evolution Strategy: A Tutorial

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:44:31.030518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cdf9129-6eed-4202-9ee2-e74f126612ff · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:36.837193Z

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.

Observation 92b43d0e-8271-4e7a-b14b-eab94f32a9db · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:36.724349Z

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.

Observation 8c129dd6-f08b-4ce0-acd3-6cf7b99d6085 · outbound

This paper cites Multi-Fidelity Methods for Optimization: A Survey.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Multi-Fidelity Methods for Optimization: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T18:44:31.249791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98301c5-dac9-4ccd-a836-f30c347e6260 · outbound

This paper cites Tune: A Research Platform for Distributed Model Selection and Training.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Tune: A Research Platform for Distributed Model Selection and Training

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T18:44:31.314660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e010314-666a-4d57-b3ac-142492960955 · outbound

This paper cites CMA-ES for Hyperparameter Optimization of Deep Neural Networks.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently CMA-ES for Hyperparameter Optimization of Deep Neural Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T18:44:31.377505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95463461-8991-460a-9038-5c8b341a64a1 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:36.620626Z

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.

Observation 541bea2e-9ca7-4928-8730-7fe1802a5cad · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:36.514458Z

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.

Observation 88a72ce2-1ec4-4671-a018-dcd8516b6b28 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:36.398056Z

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.

Observation c6dbec41-1a9f-4d4c-b1b4-265d589823c9 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:36.243421Z

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.

Observation 08a495f5-4b3f-4975-ab1e-28d7c3cb337f · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:36.037810Z

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.

Observation 5980e8e1-ea9d-43db-ba9b-24dede0a51aa · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:35.855895Z

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.

Observation aaa81802-d45d-4a9b-9796-2cdb79ad929d · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:35.620708Z

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.

Observation 7c2bceea-a177-4833-99da-41c049e47a0e · outbound

This paper cites Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:44:31.984512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63696969-bd82-40aa-a965-f48264858bee · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:35.438551Z

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.

Observation 788f6d3d-aabc-4fe1-b8a4-4758e006b375 · outbound

This paper cites On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:44:34.205853Z

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.

Observation 574b863e-09f5-4acd-b210-92f421567bf9 · outbound

This paper cites Python Wrapper for Simulating Multi-Fidelity Optimization on HPO Benchmarks without Any Wait.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Python Wrapper for Simulating Multi-Fidelity Optimization on HPO Benchmarks without Any Wait

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:44:34.006676Z

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.

Observation 55efff61-1938-4fe4-bad5-b85881fff1dd · outbound

This paper cites Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T18:44:32.269576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e5f866-9ed2-488c-8a2c-0dc64624ba05 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:35.219577Z

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.

Observation 5203a43e-fcbb-4476-b14c-dfbcb130ae89 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:35.045862Z

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.

Observation 160f72f9-f841-4494-9e1a-b125e83b4697 · outbound

This paper cites c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:44:33.752080Z

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.

Observation 129aaa02-5e14-4e63-9e0a-5f8d821b2e6b · outbound

This paper cites and Hutter, F.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently and Hutter, F

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:44:34.856875Z

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.

Observation bd0b5f05-3402-4520-9cf4-d2bd9c0077a5 · outbound

This paper cites Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:44:33.550208Z

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.

Observation d01d59e3-5542-421b-98c7-53373b4b3b5e · outbound

This paper cites Bayesian Variational Optimization for Combinatorial Spaces.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Bayesian Variational Optimization for Combinatorial Spaces

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:44:33.329306Z

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.

Observation 3427ea84-fa32-4cde-859f-82d61e64520b · outbound

This paper cites Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T18:44:32.764549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59003350-25f7-4805-823b-4c029347f509 · outbound

This paper cites an unresolved cited work.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:44:34.646812Z

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.

Pith citing papers

No inbound Pith citation observations are available.