Pith Number

pith:U7ESEVSA

pith:2019:U7ESEVSA37RJ7VAW3BASRIGWEG

not attested not anchored not stored refs pending

TabNet: Attentive Interpretable Tabular Learning

Sercan O. Arik, Tomas Pfister

arxiv:1908.07442 v5 · 2019-08-20 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U7ESEVSA37RJ7VAW3BASRIGWEG}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

The Importance of Encoder Choice:A Tabular-Image Study

The Chandra-Gaia Catalog of Counterparts: Resolving ambiguous Gaia matches to X-ray sources in the Chandra Source Catalog using Machine Learning

ReSS: Learning Reasoning Models for Tabular Data Prediction via Symbolic Scaffold

TabTransformer: Tabular Data Modeling Using Contextual Embeddings

From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning

Receipt and verification

First computed	2026-07-05T01:58:07.122953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7c9225640dfe29fd416d84128a0d6219666727bf38496f688d835344cb93a7a

Aliases

arxiv: 1908.07442 · arxiv_version: 1908.07442v5 · doi: 10.48550/arxiv.1908.07442 · pith_short_12: U7ESEVSA37RJ · pith_short_16: U7ESEVSA37RJ7VAW · pith_short_8: U7ESEVSA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/U7ESEVSA37RJ7VAW3BASRIGWEG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a7c9225640dfe29fd416d84128a0d6219666727bf38496f688d835344cb93a7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1808d3d68c8ede24547c4b21f948a97bd989f63ab461221a2e2ef7c32de95fe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-20T15:46:53Z",
    "title_canon_sha256": "b1a05a24073cc07a5212db80c404c04a7f1e4b5b4c335714f8b2dbcb4719e98d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.07442",
    "kind": "arxiv",
    "version": 5
  }
}