Paper Citation Record · LEDGER

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization

As of 20 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2504.20307.

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

pith.paper-citation-record.v1
2504.20307 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:39:07.517878Z

measured 36 of 36 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

36 of 36 outbound references displayed

verified exact0
verified fuzzy26
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3056ce68-4da2-4ec3-ac43-1219d2e74acb · outbound

This paper cites Cambridge University Press, Cambridge, UK (2023).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Cambridge University Press, Cambridge, UK (2023)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.953871Z

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.

Observation d77a96e2-80b7-4a8e-80bc-c895d2e062c1 · outbound

This paper cites Machine Learning, 1–30 (2022) 17.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Machine Learning, 1–30 (2022) 17

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.942907Z

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.

Observation debe126e-b6de-4332-b2ac-79e6802dc2fb · outbound

This paper cites Machine Learning 113(5), 2701–2731 (2024).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Machine Learning 113(5), 2701–2731 (2024)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.932029Z

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.

Observation 53c11ba4-c925-49e7-8b66-571192ed62b8 · outbound

This paper cites Advances in Neural Information Processing Systems 24 (2011).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Advances in Neural Information Processing Systems 24 (2011)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.920602Z

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.

Observation 9916dcce-d7c9-476a-a251-c95ef0f328cf · outbound

This paper cites $\pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization $\pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.396776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a93cfbf-bff5-456a-8f52-eed22cbabf59 · outbound

This paper cites In: International Con- ference on Automated Machine Learning, pp.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization In: International Con- ference on Automated Machine Learning, pp

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.908242Z

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.

Observation 5ecab5ff-9d01-4dee-9a8d-3669926e74a2 · outbound

This paper cites Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T05:39:07.612432Z

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.

Observation fc2c9511-c128-47b8-bec1-3d0235370ca7 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence 44(9), 5503–5515 (2021).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization IEEE Transactions on Pattern Analysis and Machine Intelligence 44(9), 5503–5515 (2021)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.897953Z

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.

Observation 922fb448-109d-4a77-9040-fd2e28f022ac · outbound

This paper cites Bayesian Optimization with Safety Constraints: Safe and Automatic Parameter Tuning in Robotics.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Bayesian Optimization with Safety Constraints: Safe and Automatic Parameter Tuning in Robotics

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.413679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6a1c1d-ae64-46fc-9207-c951c07253d3 · outbound

This paper cites In: Learning and Intelligent Optimiza- tion: 8th International Conference, Lion 8, Gainesville, FL, USA, February 16-21,.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization In: Learning and Intelligent Optimiza- tion: 8th International Conference, Lion 8, Gainesville, FL, USA, February 16-21,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.885923Z

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.

Observation 116a20bf-d528-481a-bc62-fda71e62cf3d · outbound

This paper cites 43347–43368 (2023).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization 43347–43368 (2023)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.864761Z

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.

Observation 47656ab3-c7b6-4b68-b2f0-54369ff012cd · outbound

This paper cites In: Uncertainty in Artificial Intelligence, pp.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization In: Uncertainty in Artificial Intelligence, pp

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.853223Z

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.

Observation 2eb0d288-a898-4efe-9e42-3980b2cda27f · outbound

This paper cites Advances in Neural Information Processing Systems 36, 20577–20612 (2023).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Advances in Neural Information Processing Systems 36, 20577–20612 (2023)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.841651Z

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.

Observation c1503521-09c4-4018-b28e-f7c41724817d · outbound

This paper cites Journal of Global Optimization 13, 455–492 (1998) 18.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Journal of Global Optimization 13, 455–492 (1998) 18

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.829175Z

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.

Observation 5d0abb2c-1320-4ce5-a651-e6c3a3dfdf1b · outbound

This paper cites IEEE Transactions on Information Theory 58(5), 3250–3265 (2012).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization IEEE Transactions on Information Theory 58(5), 3250–3265 (2012)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.817373Z

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.

Observation 534e1564-4545-462c-9646-f77e5ea05f7c · outbound

This paper cites Biometrika 25(3-4), 285–294 (1933).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Biometrika 25(3-4), 285–294 (1933)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.806046Z

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.

Observation cc69e86d-882f-490e-9d05-b31e67cd283e · outbound

This paper cites Journal of Machine Learning Research 13(6) (2012).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Journal of Machine Learning Research 13(6) (2012)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.793225Z

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.

Observation 1f717cd1-2aa4-4026-9f69-cc60a0c087d9 · outbound

This paper cites Advances in Neural Information Processing Systems 35, 11494–11506 (2022).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Advances in Neural Information Processing Systems 35, 11494–11506 (2022)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.782577Z

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.

Observation a695134e-bd23-4f25-98c1-21760b10ed76 · outbound

This paper cites Journal of Machine Learning Research 12(10) (2011).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Journal of Machine Learning Research 12(10) (2011)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.771384Z

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.

Observation 317ebb97-19b5-4367-9e0b-025039447cdb · outbound

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

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.459424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2265d17-76ad-41b6-9d99-41f245892f0e · outbound

This paper cites A General Framework for User-Guided Bayesian Optimization.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization A General Framework for User-Guided Bayesian Optimization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.464979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e785c53-bff3-4270-acb4-56edbdaed837 · outbound

This paper cites Advances in Neural Information Processing Systems 25 (2012).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Advances in Neural Information Processing Systems 25 (2012)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.758723Z

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.

Observation 625bc3d8-4fed-435a-a7c2-163e6df35a48 · outbound

This paper cites In: Learning and Intelligent Optimization: 5th International Conference, LION 5, Rome, Italy, January 17-21, 2011.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization In: Learning and Intelligent Optimization: 5th International Conference, LION 5, Rome, Italy, January 17-21, 2011

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.745869Z

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.

Observation 512c2c49-a008-4e2a-a6fe-2f646c005798 · outbound

This paper cites MIT Press, Cambridge, MA (2006).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization MIT Press, Cambridge, MA (2006)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.475560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d4232b7-21fa-41fd-a699-e27098a25e85 · outbound

This paper cites Machine Learning 45, 5–32 (2001).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Machine Learning 45, 5–32 (2001)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.479595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9abcfbd-c5c2-44ad-a744-a8d6289d45c6 · outbound

This paper cites In: International Conference on Machine Learning, pp.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization In: International Conference on Machine Learning, pp

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.483068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 303a65a3-8154-4998-8703-5606f6ce3b02 · outbound

This paper cites Journal of Global Optimization 21, 345–383 (2001).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Journal of Global Optimization 21, 345–383 (2001)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.711559Z

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.

Observation 2c9a075b-1520-4ed2-9646-612584081f5f · outbound

This paper cites Advances in Neural 19 Information Processing Systems 27 (2014).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Advances in Neural 19 Information Processing Systems 27 (2014)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.698204Z

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.

Observation 7f3be252-bb39-41c5-899a-ec0b70514558 · outbound

This paper cites In: International Conference on Machine Learning, pp.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization In: International Conference on Machine Learning, pp

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.683019Z

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.

Observation 4f1ab10e-5725-48fd-81b8-8280f26b586a · outbound

This paper cites SIAM Journal on Control and Optimization 47(5), 2410–2439 (2008).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization SIAM Journal on Control and Optimization 47(5), 2410–2439 (2008)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.671307Z

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.

Observation 89591501-6226-4cfd-a1c6-5278bdce62fe · outbound

This paper cites Vanilla Bayesian Optimization Performs Great in High Dimensions.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Vanilla Bayesian Optimization Performs Great in High Dimensions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.503004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da69a02-8979-4dd7-82d0-c3d8b8d4537a · outbound

This paper cites Operations Research 43(4), 684–691 (1995).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Operations Research 43(4), 684–691 (1995)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.660240Z

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.

Observation 3a98b31c-5c41-48a0-9537-79789cd9d897 · outbound

This paper cites The Annals of Mathematical Statistics 21(1), 124–127 (1950).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization The Annals of Mathematical Statistics 21(1), 124–127 (1950)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.648734Z

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.

Observation 4acb9f4f-ed00-4796-9ece-8e833c3ccb7c · outbound

This paper cites HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T05:39:07.513721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93c31700-75dc-4bb8-8ea1-17d539c99a32 · outbound

This paper cites Advances in Neural Information Processing systems 20 (2007) 20.

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization Advances in Neural Information Processing systems 20 (2007) 20

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.636635Z

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.

Observation 7c238468-34d9-4053-af61-9d4a191aac5a · outbound

This paper cites 274–290 (2014).

FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization 274–290 (2014)

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:39:07.875213Z

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.

Pith citing papers

No inbound Pith citation observations are available.