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Paper Citation Record · LEDGER

Python Wrapper for Simulating Multi-Fidelity Optimization on HPO Benchmarks without Any Wait

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2305.17595.

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

pith.paper-citation-record.v1
2305.17595 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:44:32.217486Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:44:33.933656Z

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 574b863e-09f5-4acd-b210-92f421567bf9 · inbound

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently cites this paper.

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently Python Wrapper for Simulating Multi-Fidelity Optimization on HPO Benchmarks without Any Wait

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:44:34.006676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:32.217486Z digest=sha256:f96b89a040e0f902b733350cbcd4abb72a35ac27272a8797828e996d78e33bff