Pith Number

pith:JTI2Y76E

pith:2012:JTI2Y76EW6FVBMUZJI7Q2C57V7

not attested not anchored not stored refs pending

Robust LogitBoost and Adaptive Base Class (ABC) LogitBoost

Ping Li

arxiv:1203.3491 v1 · 2012-03-15 · 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{JTI2Y76EW6FVBMUZJI7Q2C57V7}

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

Gradient Boosting Machine: A Survey

Receipt and verification

First computed	2026-05-18T04:00:00.289069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cd1ac7fc4b78b50b2994a3f0d0bbfafc1d9e845b35975ae42fab0c750488c6b

Aliases

arxiv: 1203.3491 · arxiv_version: 1203.3491v1 · doi: 10.48550/arxiv.1203.3491 · pith_short_12: JTI2Y76EW6FV · pith_short_16: JTI2Y76EW6FVBMUZ · pith_short_8: JTI2Y76E

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/JTI2Y76EW6FVBMUZJI7Q2C57V7 \
  | 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: 4cd1ac7fc4b78b50b2994a3f0d0bbfafc1d9e845b35975ae42fab0c750488c6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7eab16c032014a5b5522e6069deca2282909a245337575bf789c76d9dca0d89",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-03-15T11:17:56Z",
    "title_canon_sha256": "086abbae388878bf4024f630c10abd94726125f845c3bfe08633ae75729a20e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1203.3491",
    "kind": "arxiv",
    "version": 1
  }
}