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Paper Citation Record · LEDGER

c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2211.14411.

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

pith.paper-citation-record.v1
2211.14411 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:34:57.997035Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:44:33.694440Z

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 e80362ca-9922-410f-90a1-e543935fc6ef · inbound

Derivation of Output Correlation Inferences for Multi-Output (aka Multi-Task) Gaussian Process cites this paper.

Derivation of Output Correlation Inferences for Multi-Output (aka Multi-Task) Gaussian Process c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T20:34:57.997035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:34:57.997035Z digest=sha256:71add27611fb26c202f589ca278f956d75c7d32ba2801f45d107a871522fbc56

Observation 160f72f9-f841-4494-9e1a-b125e83b4697 · 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 c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:44:33.752080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T18:44:32.466972Z digest=sha256:b05a258cefc8925b060228b51ade43536482a921ad910d5a39af618ac432f6b8