Pith Number

pith:RBHENUCN

pith:2025:RBHENUCNQBVIHDGJORRKWIQVQV

not attested not anchored not stored refs pending

Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes

Andrew Gordon Wilson, Colin White, Frank Hutter, Mayuka Jayawardhana, Micah Goldblum, Renbo, Samuel Dooley, Tom Goldstein, Valeriia Cherepanova

arxiv:2502.02672 v2 · 2025-02-04 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RBHENUCNQBVIHDGJORRKWIQVQV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

FUTURE: Flexible Unlearning for Tree Ensemble

Receipt and verification

First computed	2026-07-05T10:10:10.623974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

884e46d04d806a838cc97462ab2215855dd0651148d600c53a18504d17b0817d

Aliases

arxiv: 2502.02672 · arxiv_version: 2502.02672v2 · doi: 10.48550/arxiv.2502.02672 · pith_short_12: RBHENUCNQBVI · pith_short_16: RBHENUCNQBVIHDGJ · pith_short_8: RBHENUCN

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/RBHENUCNQBVIHDGJORRKWIQVQV \
  | 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: 884e46d04d806a838cc97462ab2215855dd0651148d600c53a18504d17b0817d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a568650a816d6b5bcd1f527f6a16697ed33e563534f3064f0ca0e08a4387a685",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-04T19:30:41Z",
    "title_canon_sha256": "32e5d2dfa9fc1b887e457542e7773442e1a803ef8d278bcd9d6dc46d5854d202"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02672",
    "kind": "arxiv",
    "version": 2
  }
}