Pith Number

pith:2KQILJHW

pith:2011:2KQILJHWEFEHWZ62C2JM3ZQZ7B

not attested not anchored not stored refs pending

AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem

Jie Zhou, Mark D. Reid, Peng Sun

arxiv:1110.3907 v3 · 2011-10-18 · stat.ML · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2KQILJHWEFEHWZ62C2JM3ZQZ7B}

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	2026-05-18T03:51:48.757965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2a085a4f621487b67da1692cde619f8620401bd891f14d92421070a600d96c7

Aliases

arxiv: 1110.3907 · arxiv_version: 1110.3907v3 · doi: 10.48550/arxiv.1110.3907 · pith_short_12: 2KQILJHWEFEH · pith_short_16: 2KQILJHWEFEHWZ62 · pith_short_8: 2KQILJHW

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/2KQILJHWEFEHWZ62C2JM3ZQZ7B \
  | 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: d2a085a4f621487b67da1692cde619f8620401bd891f14d92421070a600d96c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ced58e85eaf51a3d03108aa58d65284555bba5f0cde9ecbdd1e9ac2fb0b36873",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2011-10-18T08:26:59Z",
    "title_canon_sha256": "90762d6ba711f57661b3b78a4f9e50050f9ebfb1df08267cc595bff8402d0a02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1110.3907",
    "kind": "arxiv",
    "version": 3
  }
}