Pith Number

pith:UJXYLOA3

pith:2024:UJXYLOA3BFGJBFQMAIQ7UJIVMW

not attested not anchored not stored refs pending

DOFEN: Deep Oblivious Forest ENsemble

Chih-Sheng Chen, Hsin-Rung Chou, Kuan-Yu Chen, Ping-Han Chiang, Tien-Hao Chang

arxiv:2412.16534 v2 · 2024-12-21 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UJXYLOA3BFGJBFQMAIQ7UJIVMW}

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.

Receipt and verification

First computed	2026-07-05T09:53:47.499151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a26f85b81b094c90960c0221fa2515659c6962666ae92ede7d93e3ce511032b6

Aliases

arxiv: 2412.16534 · arxiv_version: 2412.16534v2 · doi: 10.48550/arxiv.2412.16534 · pith_short_12: UJXYLOA3BFGJ · pith_short_16: UJXYLOA3BFGJBFQM · pith_short_8: UJXYLOA3

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/UJXYLOA3BFGJBFQMAIQ7UJIVMW \
  | 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: a26f85b81b094c90960c0221fa2515659c6962666ae92ede7d93e3ce511032b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8ca739882c81ab6d05f1c4e271868db40d7319760281a6cbcde2dfbe682c35d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-21T08:25:23Z",
    "title_canon_sha256": "4aa83e5d8cea061d3e5dd5e53357dda34c914c3866d369c70ced1ae0d55fbdca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16534",
    "kind": "arxiv",
    "version": 2
  }
}