Paper Citation Record · LEDGER

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters

As of 21 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:1908.06674.

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

pith.paper-citation-record.v1
1908.06674 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:41:07.282421Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:40:07.630548Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T11:56:29.518137Z

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy35
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf9e7064-862d-4fc8-ae5f-930b709cf21e · outbound

This paper cites harmless.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters harmless

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.239804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 87dba5a8-16f3-48f7-bb3a-2d73b5247f37 · outbound

This paper cites Duvenaud, J.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Duvenaud, J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.077624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24ba246d-b322-4951-8111-22560630cf09 · outbound

This paper cites Eggensperger, M.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Eggensperger, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.042796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71785cf2-41a8-44dd-abdc-56ef4ae9405a · outbound

This paper cites Falkner, A.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Falkner, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.025387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 159d944e-6074-4680-9781-1f5d8b07949f · outbound

This paper cites Fawcett and H.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Fawcett and H

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.007023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4a1ac16-cea2-4d9d-bcac-49fe65bc7eb9 · outbound

This paper cites Feurer and F.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Feurer and F

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.988430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a7a8224-3e62-407a-bf3d-aba649eda1dd · outbound

This paper cites A Tutorial on Bayesian Optimization.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters A Tutorial on Bayesian Optimization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:07.098863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53cce22f-8c52-41eb-9995-0d1797777f12 · outbound

This paper cites Grosse, R.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Grosse, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.953488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b1aa7933-eb78-48fe-b716-5d57fdd95b1a · outbound

This paper cites Hern ´andez-Lobato, M.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Hern ´andez-Lobato, M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.917915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 022aedde-0c83-449a-a0ea-654f15dee2ec · outbound

This paper cites Hoffman, E.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Hoffman, E

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.894134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d50689c6-a207-4e2d-b311-f6ed22bde0a8 · outbound

This paper cites Hutter, H.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Hutter, H

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.872720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0f4cb9a-7c56-416f-ac6c-4636cf8e72d2 · outbound

This paper cites Auto-Keras: An Efficient Neural Architecture Search System.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Auto-Keras: An Efficient Neural Architecture Search System

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:07.138087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b92d8c6-c25c-477a-836f-57338d8be5f0 · outbound

This paper cites Jones, M.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Jones, M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.851103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08b6e60e-1559-4eaa-a9db-8b1a6855b5aa · outbound

This paper cites an unresolved cited work.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:41:07.806461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 96063a63-8ceb-4a58-b5f7-358ff04b413a · outbound

This paper cites Li and J.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Li and J

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.786188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0e82f1fc-16c3-4381-964b-19723c94dfd1 · outbound

This paper cites Lindauer, K.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Lindauer, K

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.764687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90a39ff0-deca-4529-9c94-06ee03e4dbd3 · outbound

This paper cites L ´evesque, A.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters L ´evesque, A

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.744162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5f885fc3-afca-4d5e-b2c8-de244cd78027 · outbound

This paper cites Malkomes and R.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Malkomes and R

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.724045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd424a33-1797-4477-bd4e-209f5b416485 · outbound

This paper cites Marco, F.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Marco, F

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.700514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 42f3e726-f04b-4649-9326-27212886831f · outbound

This paper cites Mockus, V.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Mockus, V

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.677566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90293942-6650-40ad-b451-c80226ccca81 · outbound

This paper cites Perrone, R.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Perrone, R

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.629676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a65f805f-6347-48a4-b6cf-11f94c0f4ea5 · outbound

This paper cites Probst, A.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Probst, A

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.611823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 810706a1-3a04-4360-b7e7-005247be0876 · outbound

This paper cites Shahriari, K.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Shahriari, K

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.587474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65247196-e21e-462a-aa3f-b975cf41bc18 · outbound

This paper cites Snoek, H.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Snoek, H

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.569137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 88a8b383-7a62-4aa6-b625-ca2a9f62f65b · outbound

This paper cites Snoek, O.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Snoek, O

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.547533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09e07de2-38ae-47f7-adff-717532655e02 · outbound

This paper cites Springenberg, A.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Springenberg, A

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.526603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 156002a7-639c-4f96-a817-4aad13de736d · outbound

This paper cites Srinivas, A.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Srinivas, A

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.504679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2290cc5c-f929-4922-92e4-a9fe55fc6b0c · outbound

This paper cites GPyOpt: A Bayesian optimization framework in Python.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters GPyOpt: A Bayesian optimization framework in Python

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.485196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5e2bca3b-a7a5-4a71-895a-05b0bb5cf84f · outbound

This paper cites Thornton, F.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Thornton, F

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.458600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29152e44-d7bb-4f46-81f4-86e17439e90f · outbound

This paper cites Wu and P.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Wu and P

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.438552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 789abc29-2e99-444e-bbdf-84d74639ba43 · outbound

This paper cites Automatic Exploration of Machine Learning Experiments on OpenML.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Automatic Exploration of Machine Learning Experiments on OpenML

Reference 1964

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:07.164717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c730f09-fec7-43d7-8c9e-5235c25d87d3 · outbound

This paper cites Morar, J.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Morar, J

Reference 1978

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.655072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0cb1b2b5-b08d-44cf-8235-f9e15bff8104 · outbound

This paper cites Klein, S.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Klein, S

Reference 1998

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.825715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b9b712b-5491-41fb-8806-8e7fc7b1558b · outbound

This paper cites Brockhoff, B.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Brockhoff, B

Reference 2010

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.161324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 98ce8ee1-5c29-4bf6-8c7d-679416b78e5e · outbound

This paper cites an unresolved cited work.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Unresolved cited work

Reference 2011

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:41:08.119204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae3bc37f-a7d8-40fd-9192-b5865344b3c3 · outbound

This paper cites Hennig and C.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Hennig and C

Reference 2012

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.935362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 888f098a-68b4-435f-bc10-f1fece75c05d · outbound

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

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:07.008196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4161f42b-9f73-47f9-8667-a6ad0f9d97ab · outbound

This paper cites Eggensperger, F.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Eggensperger, F

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.059996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7e055f3a-3504-4251-8b1d-94b6f630a53d · outbound

This paper cites an unresolved cited work.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Unresolved cited work

Reference 2015

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:41:08.139162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 58a1913e-bc73-49f8-8005-79ced9461991 · outbound

This paper cites Bengio, H.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Bengio, H

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.212102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 409f2e6a-9448-453b-a18b-dad4aa7e97c5 · outbound

This paper cites an unresolved cited work.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:41:08.096312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d076e37c-1cbd-4085-9180-abe4cf94a2fe · outbound

This paper cites Bergstra, D.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Bergstra, D

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:08.187157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 74a5ec28-05bc-41e3-b5cb-fce2116e8ee9 · outbound

This paper cites Feurer, A.

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters Feurer, A

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:07.970002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation c61edeb2-0248-422d-aa87-3631fa606bf8 · inbound

Preference-Optimal Multi-Metric Weighting for Parallel Coordinate Plots cites this paper.

Preference-Optimal Multi-Metric Weighting for Parallel Coordinate Plots Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:07.630548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0a1cdfe-9356-419e-9164-0846acd31eb5 · inbound

QuickScope: Certifying Hard Questions in Dynamic LLM Benchmarks cites this paper.

QuickScope: Certifying Hard Questions in Dynamic LLM Benchmarks Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:56:29.521600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.