Paper Citation Record · LEDGER

Hyperparameter Search in Machine Learning

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1502.02127.

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

pith.paper-citation-record.v1
1502.02127 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:32:03.468786Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:55:35.839103Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 15e54d71-6db8-4464-915a-0c9010b2b6d3 · inbound

A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models cites this paper.

A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models Hyperparameter Search in Machine Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:32:03.468786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8955d39d-eba0-4b61-90e6-6537df7505d6 · inbound

Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs cites this paper.

Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Hyperparameter Search in Machine Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:10:27.259140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0f873c3-e8b0-40a8-b6b8-ba9f765419cc · inbound

Hierarchical Deep Feature Fusion and Ensemble Learning for Enhanced Brain Tumor MRI Classification cites this paper.

Hierarchical Deep Feature Fusion and Ensemble Learning for Enhanced Brain Tumor MRI Classification Hyperparameter Search in Machine Learning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T00:55:35.057086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e8e6e97-ddb7-47de-a5c1-676cbfacd559 · inbound

Hybrid Ensemble Approaches: Optimal Deep Feature Fusion and Hyperparameter-Tuned Classifier Ensembling for Enhanced Brain Tumor Classification cites this paper.

Hybrid Ensemble Approaches: Optimal Deep Feature Fusion and Hyperparameter-Tuned Classifier Ensembling for Enhanced Brain Tumor Classification Hyperparameter Search in Machine Learning

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:55:35.894869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.