Paper Citation Record · LEDGER

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization

As of 23 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2502.00871.

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

pith.paper-citation-record.v1
2502.00871 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:29:03.665225Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy22
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a51ff04-2934-4019-9a75-d9488ca62732 · outbound

This paper cites an unresolved cited work.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:29:04.168185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2bebc2a8-c9c7-4f36-9310-b202172f41a1 · outbound

This paper cites Cma-es for hyperparameter optimization of deep neural networks, 2016.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Cma-es for hyperparameter optimization of deep neural networks, 2016

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:04.153030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 38b5bfb7-fc2a-4d2f-bb1e-bbcf688b844b · outbound

This paper cites an unresolved cited work.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T17:29:03.528675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7512a7c6-d07d-4db8-b8ac-66125dc86306 · outbound

This paper cites Algorithms for hyper-parameter optimization.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Algorithms for hyper-parameter optimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:04.128549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b674e83b-a19c-4055-9ffe-64f9e13bbaea · outbound

This paper cites Learning to optimize.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Learning to optimize

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:04.113180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d2bcb4e-b94d-4c40-b904-c6f7f3887ce8 · outbound

This paper cites Completely derandomized self-adaptation in evolution strategies.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Completely derandomized self-adaptation in evolution strategies

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T17:29:03.542610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df72993-6223-41b4-8657-8ef487ea72ef · outbound

This paper cites A mixed bayesian optimization algorithm with variance adaptation.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization A mixed bayesian optimization algorithm with variance adaptation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:04.086204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7b2fc868-3646-41d2-b692-1ebca3769ca1 · outbound

This paper cites The mnist database of handwritten digits.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization The mnist database of handwritten digits

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:04.071056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ef2f2a4b-9348-4fac-b477-fa0d7df17c9d · outbound

This paper cites Simplified swarm optimization for hyperparameters of convolutional neural networks.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Simplified swarm optimization for hyperparameters of convolutional neural networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:04.056182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c2dbc3f-e7d8-4283-9b59-05cd4d1c4be0 · outbound

This paper cites A two-stage discrete particle swarm optimization for the problem of multiple multi-level redundancy allocation in series systems.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization A two-stage discrete particle swarm optimization for the problem of multiple multi-level redundancy allocation in series systems

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:04.040878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1ef4808c-fc57-49a0-bdbd-d93d5bf9650f · outbound

This paper cites Fashion-mnist: a novel image dataset for benchmarking machine learning algorithms.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Fashion-mnist: a novel image dataset for benchmarking machine learning algorithms

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:04.025491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a8d5537f-ae1f-4b78-8844-b0fb22c1d546 · outbound

This paper cites Learning multiple layers of features from tiny images.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Learning multiple layers of features from tiny images

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T17:29:03.569459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 217270a8-8299-41a4-91dc-3d05156b3ddf · outbound

This paper cites A population-based hybrid approach for hyperparameter optimization of neural networks.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization A population-based hybrid approach for hyperparameter optimization of neural networks

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.999188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 487c5075-f6cf-4993-b2fb-3fa260ffc0de · outbound

This paper cites an unresolved cited work.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:29:03.983817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8f0fb6f7-0beb-4031-a52f-766aba5b6176 · outbound

This paper cites an unresolved cited work.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:29:03.968804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e9d1df8-e705-4032-8739-5227c7448a96 · outbound

This paper cites Self-Adapting Particle Swarm Optimization for continuous black box optimization.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Self-Adapting Particle Swarm Optimization for continuous black box optimization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.950653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8abafdff-a17e-43fb-99cb-7ceb9c5b51ed · outbound

This paper cites Generalized self-adapting particle swarm optimization algorithm with archive of samples, 2020.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Generalized self-adapting particle swarm optimization algorithm with archive of samples, 2020

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.935465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a9896b4f-dbba-4a0c-bfdb-67f0e1a48887 · outbound

This paper cites Hoos, and Kevin Leyton-Brown.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Hoos, and Kevin Leyton-Brown

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T17:29:03.596113Z

Source-reported events for the cited work

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Observation 027b3199-5197-4dfe-9e6f-b50ec7a6851b · outbound

This paper cites Bayesian optimization in high dimensions via random embeddings.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Bayesian optimization in high dimensions via random embeddings

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.911082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cd61a480-d4d1-48d6-8229-1d18ca2c51b7 · outbound

This paper cites Variational learning of inducing variables in sparse gaussian processes.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Variational learning of inducing variables in sparse gaussian processes

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.896411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 04451482-c57b-432f-8b69-8d7a4c2bc333 · outbound

This paper cites Bergstra, D.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Bergstra, D

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T17:29:03.609526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 752013e7-a5e8-4244-9a84-78e28fc8b69d · outbound

This paper cites an unresolved cited work.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:29:03.870514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e1ec1250-d798-4e12-9e87-a2070323759f · outbound

This paper cites Efficient and robust automated machine learning.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Efficient and robust automated machine learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.855671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e6b5310-3230-483e-8221-0d25682ff1eb · outbound

This paper cites Deep re- inforcement learning that matters.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Deep re- inforcement learning that matters

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.840846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1100dbd3-69c1-49a9-9977-391e9852ed9f · outbound

This paper cites Optimizing optimization.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Optimizing optimization

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.826186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a78009fe-5616-44d9-b707-80bb1b243f3c · outbound

This paper cites an unresolved cited work.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:29:03.811597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 90813935-c458-4b11-99f5-65d4947ba922 · outbound

This paper cites Lightgbm: A highly efficient gradient boosting decision tree.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Lightgbm: A highly efficient gradient boosting decision tree

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.797045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 411c1bcb-aca7-484c-8666-9bc74b45aaea · outbound

This paper cites Hpolib1.5: A library for hyperparam- eter optimization, 2016.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Hpolib1.5: A library for hyperparam- eter optimization, 2016

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.781590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 50f8ab08-be1b-4798-9388-0239e61d55df · outbound

This paper cites Jones, Matthias Schonlau, and William J.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Jones, Matthias Schonlau, and William J

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.764825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e235eb38-bae1-4e39-b2a4-50e9c8d8c204 · outbound

This paper cites Surjanovic and D.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Surjanovic and D

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.749590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6804a706-aa00-4339-93a5-95db5cc5d260 · outbound

This paper cites an unresolved cited work.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:29:03.734462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d57948b9-3a6c-4165-8076-a17a934e454c · outbound

This paper cites Catboost: unbiased boosting with categorical features, 2019.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization Catboost: unbiased boosting with categorical features, 2019

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.719623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d24019e1-acbc-4288-ac41-02e700e08265 · outbound

This paper cites A unified approach to interpreting model predictions, 2017.

Modified Adaptive Tree-Structured Parzen Estimator for Hyperparameter Optimization A unified approach to interpreting model predictions, 2017

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:29:03.704113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.