Paper Citation Record · LEDGER

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

As of 13 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 2026-08-13T06:32:02.005865+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

Resolution: verified fuzzy; 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 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-08T23:02:03.452142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:02:03.551223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; 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 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; 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 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified exact; 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 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified exact; 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 2026-08-13T06:32:02.005865+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T23:02:03.540379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:02:03.529948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:02:03.508708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-08T23:02:03.474405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:02:03.442107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:02:03.420651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-08T23:02:03.409862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:02:03.571015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-08T23:02:03.519522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; 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 2026-08-13T06:32:02.005865+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; 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 2026-08-13T06:32:02.005865+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:02:03.561258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.