Pith Number

pith:DCPLR2ML

pith:2011:DCPLR2MLYI5RSMUGT4Y5VH2CZT

not attested not anchored not stored refs pending

Multi-Instance Learning with Any Hypothesis Class

Naftali Tishby, Sivan Sabato

arxiv:1107.2021 v3 · 2011-07-11 · 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{DCPLR2MLYI5RSMUGT4Y5VH2CZT}

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	2026-05-18T02:21:42.970959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

189eb8e98bc23b1932869f31da9f42ccc6ced890ca1e31d72ad3fcde04ae74db

Aliases

arxiv: 1107.2021 · arxiv_version: 1107.2021v3 · doi: 10.48550/arxiv.1107.2021 · pith_short_12: DCPLR2MLYI5R · pith_short_16: DCPLR2MLYI5RSMUG · pith_short_8: DCPLR2ML

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/DCPLR2MLYI5RSMUGT4Y5VH2CZT \
  | 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: 189eb8e98bc23b1932869f31da9f42ccc6ced890ca1e31d72ad3fcde04ae74db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cdf89d781666f1f81d988a733a4931481bf78496e9f4f9e6089610f2549f543",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2011-07-11T13:30:58Z",
    "title_canon_sha256": "1a2e7b3b92523d583e887031a8604901ce20b35cb635e71fdaf2fe0f1615ebc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1107.2021",
    "kind": "arxiv",
    "version": 3
  }
}