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Paper Citation Record · LEDGER

When Do Neural Nets Outperform Boosted Trees on Tabular Data?

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 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 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:04:52.281067Z

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 c63cf069-3d4f-4317-a191-31669158584c · inbound

What exactly has TabPFN learned to do? cites this paper.

What exactly has TabPFN learned to do? When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T23:04:52.281067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T23:04:52.281067Z digest=sha256:fda4edaca3f4382c6d09dec3d3a0b23f184536b7eb94281ac750cb242d6ea866

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.

source=pdf_text observed=2026-08-07T15:27:25.720299Z digest=sha256:dcac3a539045076a06cabecc20fe33dda9229813f82630f8e70b257e033784fc

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.

source=pdf_text observed=2026-08-07T04:45:19.869101Z digest=sha256:fb070a79fb93b90115175508adba11c400eaca88871d70dab550a8c285c3dbfc

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.

source=pdf_text observed=2026-08-06T22:44:05.361071Z digest=sha256:3ffae3b5b32505476bccd91ed4846ce99551f11e3e9c22c3ae65a43720848391

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.

source=arxiv_source observed=2026-08-06T18:36:47.933777Z digest=sha256:4f1a677b139ddcdd5d852ef6a5346edf904644468997e5af845f04d3d35472ad

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-08T16:43:07.439427Z digest=sha256:a6b2a16051b6775840cd92424ebce963acf5afb3fa6c4ca7629653715322c00f