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Paper Citation Record · LEDGER

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants

As of 15 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2502.04290.

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

pith.paper-citation-record.v1
2502.04290 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T23:01:41.966925Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

23 of 23 outbound references displayed

  • verified exact3
  • verified fuzzy10
  • unresolved9
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00266577-f4fc-4a30-94c2-30916a444291 · outbound

This paper cites The first column indicates whether the optimization method was proposed for Lipschitz functions.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants The first column indicates whether the optimization method was proposed for Lipschitz functions

Reference 1

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raw_fallback, observed 2026-08-08T23:02:03.485004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 3fe4c928-3278-40b8-a72c-e8966a1c7115 · outbound

This paper cites an unresolved cited work.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.955369Z digest=sha256:75d9b40bf6318b6125ea33a9823297439e1f10be279d5a62b415f1a5df8e2cf1

Observation b1a03e92-d0ad-4f4c-891e-d826ed4c1d2a · outbound

This paper cites nan indicates an error related insufficient budget to return a value.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants nan indicates an error related insufficient budget to return a value

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 07e735ec-acf9-43d1-8ebe-5572f08c6389 · outbound

This paper cites Let X ⊂Rd be a compact and convex set with non-empty interior and let f ∈ Lip(k) be a k-Lipschitz functions defined on X for some k ≥.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Let X ⊂Rd be a compact and convex set with non-empty interior and let f ∈ Lip(k) be a k-Lipschitz functions defined on X for some k ≥

Reference 4

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raw_fallback, observed 2026-08-08T23:02:03.463957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.951924Z digest=sha256:30d13a01763e5356f396d2586be2591543965a855ba1e492b02576b55b30c731

Observation e0e838ef-b3d7-4620-8ae0-bcaf7c29b878 · outbound

This paper cites To ensure fairness, we run AdaLIPO+ without stopping, thereby maintaining the same budget across all methods.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants To ensure fairness, we run AdaLIPO+ without stopping, thereby maintaining the same budget across all methods

Reference 5

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raw_fallback, observed 2026-08-08T23:02:03.431486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.961384Z digest=sha256:8d3e582c37ee57aa646f721ba91e13129129e2fb89f787d9b012bb0d8c334cd1

Observation c7d2f5e0-7a84-41dc-89c8-df7b366981e5 · outbound

This paper cites LIPO+: Frugal Global Optimization for Lipschitz Functions.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants LIPO+: Frugal Global Optimization for Lipschitz Functions

Reference 7

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local_arxiv, observed 2026-08-08T23:01:48.332258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.907950Z digest=sha256:b7c3dd6518a7d72493896ebb15551ed65b56f6b4c3d19aefab89a7debeabd0ff

Observation e5bdd71a-4d4d-48b6-8d4d-95f90256a5b8 · outbound

This paper cites Bruno O Shubert.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Bruno O Shubert

Reference 8

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arxiv_id_nonexistent, observed 2026-08-08T23:01:48.317088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.911837Z digest=sha256:032afb6157e5f3c0770ba3bc8c9d2089c41e160bb0ae897fe4440b3102316b85

Observation c471d3db-e198-4ec5-94e1-efda636ddd39 · outbound

This paper cites Finite-Time Analysis of Kernelised Contextual Bandits.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Finite-Time Analysis of Kernelised Contextual Bandits

Reference 10

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no resolver link, observed 2026-08-08T23:01:41.918763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:01:41.918763Z digest=sha256:8125068d6252396f7552ba39d77cb710988c35fa0804a2322d9e54eddd9958bd

Observation b5c10ab0-d53e-4788-9c01-a68f0614ca3d · outbound

This paper cites However, in this work we focus on Lipschitz continious functions, with unkonw Lipschitz constants.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants However, in this work we focus on Lipschitz continious functions, with unkonw Lipschitz constants

Reference 12

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.926662Z digest=sha256:f9cf757da734bad24d3dac3c56454e97c8dfabe4c5f04bdc850d982adcb445a9

Observation 6c525e40-2180-4e9d-8fce-bc55729205c8 · outbound

This paper cites Infinite Loop indicates that the method failed to return a valid value within the budget.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Infinite Loop indicates that the method failed to return a valid value within the budget

Reference 13

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source=pdf_text observed=2026-08-08T23:01:41.930813Z digest=sha256:47dbf25c07f4c0c3e00c0e64935abd7428f02a616ca38bc8d23895bef1e50cbc

Observation 7af6e219-fca0-48ac-b382-401d3a05eda2 · outbound

This paper cites More recently, Lindauer et al.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants More recently, Lindauer et al

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.938202Z digest=sha256:a947fa906fca1063893507e9dd12a8149d01a0332ceb8d201638aea599c3d2bf

Observation 5761fd7d-541b-4bf3-a13c-6c106d4f7d84 · outbound

This paper cites an unresolved cited work.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.948559Z digest=sha256:a3568b8521936b1c4a5e9065ba59631308ea0e9751bea9201b2cdac887dc4f7f

Observation 76a3ba37-4536-4334-af67-887900f14a97 · outbound

This paper cites (2022), with the default hyperparameters.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants (2022), with the default hyperparameters

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.958681Z digest=sha256:01d075aeeef55a54abd67fa794205291e48f93e0cbd73f3a959ef292c93b5e58

Observation 98250601-855e-4674-8cab-4682e5cf6212 · outbound

This paper cites In the following, we test the performance of ECP, with various values of τ , with fixed C = 103 and ε1 = 10−2.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants In the following, we test the performance of ECP, with various values of τ , with fixed C = 103 and ε1 = 10−2

Reference 23

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.964155Z digest=sha256:c75264cbfa5b5ef8d166fc255368526281ef930ab9e6ce607cb4ceb6fcbd050d

Observation 6a6dbdef-726c-411e-ae48-f89d82d663b1 · outbound

This paper cites an unresolved cited work.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Unresolved cited work

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.966925Z digest=sha256:9299b9596d0bf5f2d5789c199bf1a0ce4a60f7a1e259dc817f285ce106d8930c

Observation 3f2b33f6-81ee-4150-83db-aca6fb1c9d50 · outbound

This paper cites Ban- dits attack function optimization.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Ban- dits attack function optimization

Reference 1972

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.904433Z digest=sha256:03fadad987077ecceef3c8656d689eaead430cf777440c031a95a2e727353def

Observation 6b8836dd-23c1-4289-ada1-65ccc22498aa · outbound

This paper cites an unresolved cited work.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Unresolved cited work

Reference 1993

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.934342Z digest=sha256:2a3d99661b8ae76b7478a9e923d50f409d2e51f1c2df4252bcc6373bce52c4eb

Observation aa0dc259-617d-4877-b368-bc534cba1a42 · outbound

This paper cites A Tutorial on Bayesian Optimization.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants A Tutorial on Bayesian Optimization

Reference 2010

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no resolver link, observed 2026-08-08T23:01:41.883253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:01:41.883253Z digest=sha256:bed931ba27fc5402fc73545da1596d0711f7dad376a5034e623ab6e0c707b0d7

Observation b3ee959b-03d4-403f-bf37-59da6aa25686 · outbound

This paper cites Bayesian Optimization: Open source constrained global optimization tool for Python, 2014–.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Bayesian Optimization: Open source constrained global optimization tool for Python, 2014–

Reference 2014

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no resolver link, observed 2026-08-08T23:01:41.900718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:01:41.900718Z digest=sha256:c6961c503484f86c7bcc84f0b936bdeb9792f41ee93f8469cd100f5a8f9c802f

Observation b13f29e3-9677-40b6-8998-97853cac9aa6 · outbound

This paper cites ACING: Actor-Critic for Instruction Learning in Black-Box LLMs.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants ACING: Actor-Critic for Instruction Learning in Black-Box LLMs

Reference 2016

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local_arxiv, observed 2026-08-08T23:02:03.385210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.896035Z digest=sha256:92b6a77814ab9a7e21c024d90eb6a737572fbb2de18369762b91bc4a9df1c0ec

Observation 222bed1a-bf2b-44dd-9d1d-40832fbe9d9f · outbound

This paper cites Waltraud Huyer and Arnold Neumaier.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Waltraud Huyer and Arnold Neumaier

Reference 2019

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no resolver link, observed 2026-08-08T23:01:41.892389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:01:41.892389Z digest=sha256:0b9a00fb14aec610ea68e46033a6c890192f129c27de6d91d6237f9d82daf008

Observation 1f93bfe0-4b55-4b41-9af7-7b52d2d622e0 · outbound

This paper cites an unresolved cited work.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Unresolved cited work

Reference 2020

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raw_fallback, observed 2026-08-08T23:02:03.497704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.941654Z digest=sha256:200ff2b61483aaef5bbaf925546b0793d7fc8241241f491712950b05b131335f

Observation e6d5d440-60a5-4fd1-85a9-bb831648f073 · outbound

This paper cites Surjanovic and D.

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Surjanovic and D

Reference 2022

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T23:01:41.915263Z digest=sha256:43f9e64d1a83d96e5484494fbd03bacc67c511dc73efc08a2d3ed205f241f6d3

Pith citing papers

No inbound Pith citation observations are available.