Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
DEHB: Evolutionary Hyperband for Scalable, Robust and Efficient Hyperparameter Optimization
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2105.09821.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T17:48:49.180830Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T07:06:28.857724Z
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 78e0a7b6-3a52-46c1-93c7-002eebd7c02f · inbound
Spend More to Save More (SM2): An Energy-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization cites this paper.
Spend More to Save More (SM2): An Energy-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization DEHB: Evolutionary Hyperband for Scalable, Robust and Efficient Hyperparameter Optimization
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T17:48:49.180830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb5210cd-d3ba-4a3d-8628-4bfdf1b5f9a8 · inbound
Zoom, Don't Wander: Why Regional Search Outperforms Pareto Reasoning and Global Optimization in Budget-Constrained SBSE cites this paper.
Zoom, Don't Wander: Why Regional Search Outperforms Pareto Reasoning and Global Optimization in Budget-Constrained SBSE DEHB: Evolutionary Hyperband for Scalable, Robust and Efficient Hyperparameter Optimization
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:06:28.867710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.