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Paper Citation Record · LEDGER

Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters

As of 16 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 2026-08-16T06:30:59.297886+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:41:07.188695Z digest=sha256:c34c53e976ee30f348e3c27657a084ab9d162eb794c584e7085c44fa3ec013e4

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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.

source=pdf_text observed=2026-08-14T12:41:07.164717Z digest=sha256:4fe6005ced15ed1621c2a8e59ba8716631119611c4c000193f45c198fedd8cc0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:41:07.211749Z digest=sha256:e06dd01f40542bd08e24a34f0eb02c0cf1fb3c753321ec504997f27182316df2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:41:07.153130Z digest=sha256:c76fc0f233f387c4fd9f1373feecf913102e3068f45ccbd3d520ff664f23e1fc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:41:07.015825Z digest=sha256:303a653dbcd91d905c5319b6f950dc3682e33d24fcd3a0c8bf4b53f9cbbda06e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:41:07.030167Z digest=sha256:fbf47b5fb4282106e640ca0ea3aee44e3e6b3163ebb7109b138ed6e00b2c6750

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:41:07.111616Z digest=sha256:ca4c5d88ea8a0f3e4e3fad236c6e0e246dd270b6b68f75e98ecf0f31c0d96718

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.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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 2026-08-16T06:30:59.297886+00:00.

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