Paper Citation Record · LEDGER

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2109.09831.

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

pith.paper-citation-record.v1
2109.09831 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:13:16.403684Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:40:00.816849Z

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 98544472-4d29-426b-8074-a2927987fb9f · inbound

Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data cites this paper.

Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-24T06:03:58.143184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4616f98e-8232-4137-8bc5-21d9c0f278b7 · inbound

QuickScope: Certifying Hard Questions in Dynamic LLM Benchmarks cites this paper.

QuickScope: Certifying Hard Questions in Dynamic LLM Benchmarks SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:56:29.703347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 560ea71a-7a40-4829-9bda-eb0384eb0b82 · inbound

ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments cites this paper.

ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:40:00.818231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 96245cbe-9360-47c0-b11b-fb1cec4269e3 · inbound

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality cites this paper.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-05T18:13:16.403684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.