Pith Number

pith:V2WM2SG3

pith:2014:V2WM2SG347OQ3VXCGE3PON3MG3

not attested not anchored not stored refs pending

On Learning from Label Proportions

Felix X. Yu, Krzysztof Choromanski, Sanjiv Kumar, Shih-Fu Chang, Tony Jebara

arxiv:1402.5902 v2 · 2014-02-24 · 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{V2WM2SG347OQ3VXCGE3PON3MG3}

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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

Corruptions of Supervised Learning Problems: Typology and Mitigations

Receipt and verification

First computed	2026-05-18T02:27:18.869110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aeaccd48dbe7dd0dd6e23136f7376c36e694f5bb9050e2c8f0ef35c38daa6f25

Aliases

arxiv: 1402.5902 · arxiv_version: 1402.5902v2 · doi: 10.48550/arxiv.1402.5902 · pith_short_12: V2WM2SG347OQ · pith_short_16: V2WM2SG347OQ3VXC · pith_short_8: V2WM2SG3

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/V2WM2SG347OQ3VXCGE3PON3MG3 \
  | 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: aeaccd48dbe7dd0dd6e23136f7376c36e694f5bb9050e2c8f0ef35c38daa6f25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "286d47446140e30b5fb299a6d87f28a9fe5995ba004056bc25a6b217e7b16742",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-02-24T17:40:09Z",
    "title_canon_sha256": "d971fdaedd5e8250efb81a052ecc169442308439b3dc017e0486380ebafa4d6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1402.5902",
    "kind": "arxiv",
    "version": 2
  }
}