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Paper Citation Record · LEDGER

Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2212.06751.

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

pith.paper-citation-record.v1
2212.06751 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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:05:01.582807Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T20:34:58.068867Z

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 f58a51a1-ab3d-43a1-ae77-a956d290b67a · inbound

Can Large Language Models Improve SE Active Learning via Warm-Starts? cites this paper.

Can Large Language Models Improve SE Active Learning via Warm-Starts? Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-10T23:05:01.582807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:05:01.582807Z digest=sha256:6b87cdcbb93d072fae79c0dfef3d5daacae6372e307085ae9d37c6734bc6ec8a

Observation 45000685-5269-45ce-a534-1b88cd02e5ef · 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 Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:34:58.075118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T20:34:57.988197Z digest=sha256:9c449b28877866b18bef76d49e0f2be3a7224aba9fbe6a228b3d730d48b6c366