Paper Citation Record · LEDGER

When Do Neural Nets Outperform Boosted Trees on Tabular Data?

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2305.02997.

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

pith.paper-citation-record.v1
2305.02997 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:27:25.720299Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

71
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 304980eb-1945-4675-ab72-c24602fe1f0f · inbound

Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks cites this paper.

Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:27:25.720299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30480d1b-bef4-4a28-8931-2893239ab205 · inbound

The ATLAS Virtual Research Assistant cites this paper.

The ATLAS Virtual Research Assistant When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:45:19.869101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edd440ea-9030-48c4-aa55-b60cb2a8626c · inbound

Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning cites this paper.

Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:44:05.361071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c40f97a-7d09-4260-87f3-95a17bc30202 · inbound

Towards Benchmarking Foundation Models for Tabular Data With Text cites this paper.

Towards Benchmarking Foundation Models for Tabular Data With Text When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:47.933777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4daf73d0-48fe-4be8-aa2c-3b1397919581 · inbound

Regime-Conditioned Evaluation in Multi-Context Bayesian Optimization cites this paper.

Regime-Conditioned Evaluation in Multi-Context Bayesian Optimization When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-08T16:48:28.640725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.