Pith Number

pith:5TOMN44W

pith:2015:5TOMN44WIQRJM2RFJM4WF55AHU

not attested not anchored not stored refs pending

Functional Frank-Wolfe Boosting for General Loss Functions

Chu Wang, Robert Schapire, Weinan E, Yingfei Wang

arxiv:1510.02558 v1 · 2015-10-09 · stat.ML · 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{5TOMN44WIQRJM2RFJM4WF55AHU}

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

2 papers in Pith

BoostLLM: Boosting-inspired LLM Fine-tuning for Few-shot Tabular Classification

Receipt and verification

First computed	2026-05-18T01:30:42.092862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecdcc6f3964422966a254b3962f7a03d3403d89e8a2463ae798f73b95f48c62b

Aliases

arxiv: 1510.02558 · arxiv_version: 1510.02558v1 · doi: 10.48550/arxiv.1510.02558 · pith_short_12: 5TOMN44WIQRJ · pith_short_16: 5TOMN44WIQRJM2RF · pith_short_8: 5TOMN44W

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/5TOMN44WIQRJM2RFJM4WF55AHU \
  | 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: ecdcc6f3964422966a254b3962f7a03d3403d89e8a2463ae798f73b95f48c62b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b51b8af34cc41f04078b3a4ee56c8c45580c036b06b25ae978c16a17a62d6e7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-10-09T03:16:07Z",
    "title_canon_sha256": "9ed003f897e0399d20a8eb6a13311a9813f99f27b72ed28b2d0ab6ab5a88abbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1510.02558",
    "kind": "arxiv",
    "version": 1
  }
}