Pith. sign in

Paper Citation Record · LEDGER

ECSEL: Explainable Classification via Signomial Equation Learning

As of 7 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2601.21789.

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

pith.paper-citation-record.v1
2601.21789 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:52:30.676608Z

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 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

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved3
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc8444cc-5d28-4f01-a663-43990cdf9d7b · outbound

This paper cites Symbolic Regression is NP-hard.

ECSEL: Explainable Classification via Signomial Equation Learning Symbolic Regression is NP-hard

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T06:52:30.676608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:52:30.676608Z digest=sha256:5d268cdcb35d11ca06f87267dd02ead2d0b47f1ed65d00a6044ad89bdc33061b

Observation f308ba44-4d58-4eeb-93b7-b1ff46ea9e3d · outbound

This paper cites Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl.

ECSEL: Explainable Classification via Signomial Equation Learning Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl

Reference 945

Resolution
unresolved
no resolver link, observed 2026-08-03T06:52:30.044972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:52:30.044972Z digest=sha256:697e7169e5912f61db137fc61dd51b8c986cfa13f3e091946da4d26be2cd87aa

Observation f47633ae-63e7-4115-91f8-78c51eef0492 · outbound

This paper cites ISBN 9781510860964.

ECSEL: Explainable Classification via Signomial Equation Learning ISBN 9781510860964

Reference 2017

Resolution
malformed identifier
no resolver link, observed 2026-08-03T06:52:30.331204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:52:30.331204Z digest=sha256:df33497134e87f1af1c2f3f830e00a82087568180793d1109d65a7f598aa03bd

Observation 4bde4b04-f1a8-4ec5-953a-a6edcf025025 · outbound

This paper cites Lundberg, S.

ECSEL: Explainable Classification via Signomial Equation Learning Lundberg, S

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-03T06:52:30.185484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:52:30.185484Z digest=sha256:ab1cfb3d2d994e8e282b7a8c043a3289f0c70674f808146f230a9a0bb9c0d61c

Observation f6138266-2d0f-458a-b0d4-6d8fc6e64653 · outbound

This paper cites Ribeiro, M.

ECSEL: Explainable Classification via Signomial Equation Learning Ribeiro, M

Reference 2019

Resolution
malformed identifier
no resolver link, observed 2026-08-03T06:52:30.497322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:52:30.497322Z digest=sha256:45f018258b535a25d0b8194da11a738f5719c56b7e0b345e47ec1d40fbb963d2

Pith citing papers

No inbound Pith citation observations are available.