Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Hyperparameter Search in Machine Learning
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1502.02127.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:10:27.259140Z
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 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 2026-08-07T06:34:17.273281+00:00.