Paper Citation Record · LEDGER

BILBO: BILevel Bayesian Optimization

As of 11 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 3 inbound Pith citation observations for arXiv:2502.02121.

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

pith.paper-citation-record.v1
2502.02121 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:21:54.581781Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T01:06:00.355373Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-29T05:43:08.302411Z

Reference resolution

12 of 12 outbound references displayed

verified exact1
verified fuzzy6
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d444be9f-512f-451d-96c5-2950ec797006 · outbound

This paper cites 16 BILBO: BILevel Bayesian Optimization D.3.

BILBO: BILevel Bayesian Optimization 16 BILBO: BILevel Bayesian Optimization D.3

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:21:54.646567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1c41afab-705b-44d9-b7e6-7a75cb71211c · outbound

This paper cites URL https://doi.org/10.5334/jors.188.

BILBO: BILevel Bayesian Optimization URL https://doi.org/10.5334/jors.188

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T13:21:54.547193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abdb90e8-72a1-4031-b83d-8bb4d6a2f283 · outbound

This paper cites A Tutorial on Bayesian Optimization.

BILBO: BILevel Bayesian Optimization A Tutorial on Bayesian Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T13:21:54.561157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4808c7d4-bb33-410e-80c1-23a3a862adeb · outbound

This paper cites R., Kusner, M.

BILBO: BILevel Bayesian Optimization R., Kusner, M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:21:54.682053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f2239d05-abe0-43b7-be13-0fad07c21f51 · outbound

This paper cites Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization.

BILBO: BILevel Bayesian Optimization Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-09T13:21:54.613921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1d58d293-92a0-4d64-be04-289d90add466 · outbound

This paper cites an unresolved cited work.

BILBO: BILevel Bayesian Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T13:21:54.656343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f13e3f23-56f5-4606-a834-1d03cc20e20c · outbound

This paper cites M., Singh, H.

BILBO: BILevel Bayesian Optimization M., Singh, H

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:21:54.673506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0e8096ae-475f-4bcc-871f-cb9d11ccab30 · outbound

This paper cites COCO - the CAPE-OPEN to CAPE-OPEN simulator — cocosimulator.org.

BILBO: BILevel Bayesian Optimization COCO - the CAPE-OPEN to CAPE-OPEN simulator — cocosimulator.org

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:21:54.691862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 444ccefe-6fc4-452c-b403-da79bfc3bce5 · outbound

This paper cites A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning.

BILBO: BILevel Bayesian Optimization A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-09T13:21:54.543135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ce6bab-3dfd-4477-8a9d-3ab4bbb7f109 · outbound

This paper cites chemsep.org.

BILBO: BILevel Bayesian Optimization chemsep.org

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:21:54.701087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 85470563-153e-46d5-bcbd-d0512020f5de · outbound

This paper cites K., and Ray, T.

BILBO: BILevel Bayesian Optimization K., and Ray, T

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:21:54.664935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e552e698-7297-4402-8092-2870729a58da · outbound

This paper cites Bayesian Optimization of Bilevel Problems.

BILBO: BILevel Bayesian Optimization Bayesian Optimization of Bilevel Problems

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T13:21:54.557588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6279bee3-c1ee-4c8f-87a1-bb47aa4ce2d9 · inbound

No-regret optimization of time-varying bilevel problems cites this paper.

No-regret optimization of time-varying bilevel problems BILBO: BILevel Bayesian Optimization

Reference 180

Resolution: verified exact; arxiv_id, observed 2026-05-21T03:43:56.289437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b22f3a27-88e9-4c86-bf31-d5452cb04a5c · inbound

Benchmarking Bilevel Derivative-Free Optimization Algorithms cites this paper.

Benchmarking Bilevel Derivative-Free Optimization Algorithms BILBO: BILevel Bayesian Optimization

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-29T05:43:08.304453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a1b7a68c-5d7d-4d35-8aaf-fdb136b0c19b · inbound

Exploiting Separability in Multi-Scale Grey-Box Bayesian Optimization cites this paper.

Exploiting Separability in Multi-Scale Grey-Box Bayesian Optimization BILBO: BILevel Bayesian Optimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T01:06:00.355373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.