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Paper Citation Record · LEDGER

Selecting Hyperparameters for Tree-Boosting

As of 10 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2602.05786.

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

pith.paper-citation-record.v1
2602.05786 v3

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:10:15.924702Z

measured 8 of 8 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

8 of 8 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8fdf58f3-12e3-49d1-9fac-308fa2129d64 · outbound

This paper cites ISBN 9783642255656.

Selecting Hyperparameters for Tree-Boosting ISBN 9783642255656

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T04:10:15.414729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:10:15.414729Z digest=sha256:a7d3fb3d7c6b399b42a75a2edccabe1249d924a941acc57b0f7a1d0eb8585451

Observation 681037e2-1df5-412a-9a55-dcabcf47ce36 · outbound

This paper cites Eggensperger, M.

Selecting Hyperparameters for Tree-Boosting Eggensperger, M

Reference 2007

Resolution
unresolved
no resolver link, observed 2026-08-03T04:10:15.139015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:10:15.139015Z digest=sha256:f183ef9a1fa6dbc0371af6e100cf39a22d9876dc72204d636f5939e19ec008a8

Observation d5eba9f9-db4b-4d0b-8811-216be6f4057b · outbound

This paper cites an unresolved cited work.

Selecting Hyperparameters for Tree-Boosting Unresolved cited work

Reference 2011

Resolution
unresolved
no resolver link, observed 2026-08-03T04:10:15.069790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:10:15.069790Z digest=sha256:204069e9a1f5c1ac099d07ab680f655a2b8311662571f63e4d48a046857f75a8

Observation 33f9e505-3ce2-447c-b914-1ea8b86a80da · outbound

This paper cites an unresolved cited work.

Selecting Hyperparameters for Tree-Boosting Unresolved cited work

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-03T04:10:15.924702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:10:15.924702Z digest=sha256:45bd27af78238565eb01278fa022030492840408a6ddae2e93cf3ce37dbc3e59

Observation 76c587b4-27f8-41de-9430-855b91cef3bd · outbound

This paper cites an unresolved cited work.

Selecting Hyperparameters for Tree-Boosting Unresolved cited work

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-03T04:10:15.579847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:10:15.579847Z digest=sha256:4045251b48ad558233a21966cbecad4b52388e3d0311d0141e3ff2377bf034ec

Observation bce010b4-ff9e-4352-bf82-2541f028c672 · outbound

This paper cites Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization.

Selecting Hyperparameters for Tree-Boosting Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-03T04:10:15.697931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:10:15.697931Z digest=sha256:7552b612f3eeb73189ef659bef90c0fd892fdd96840826467646191490df4747

Observation 625723fb-041b-406b-9b82-bb6c2a1a31da · outbound

This paper cites HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO.

Selecting Hyperparameters for Tree-Boosting HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-03T04:10:15.241244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:10:15.241244Z digest=sha256:5ebfb3199b61871977540ed61a90fd965bab4f93853b776047ba63172a388cc3

Observation 6d1dfdba-9b86-473e-95bc-e6ad8ec98321 · outbound

This paper cites Long-time existence of solutions to nonlocal nonlinear bidirectional wave equations.

Selecting Hyperparameters for Tree-Boosting Long-time existence of solutions to nonlocal nonlinear bidirectional wave equations

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-03T04:10:15.812601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:10:15.812601Z digest=sha256:75bb622e3199b7176bf6d736b6285783bcfee73c5843dab9ce7254e516bd61ef

Pith citing papers

No inbound Pith citation observations are available.