Pith Number

pith:CM3MHIUA

pith:2017:CM3MHIUAGLJHFRVG6A5VZKT7BZ

not attested not anchored not stored refs pending

Stochastic Low-Rank Bandits

Anup Rao, Branislav Kveton, Csaba Szepesvari, S. Muthukrishnan, Yasin Abbasi-Yadkori, Zheng Wen

arxiv:1712.04644 v1 · 2017-12-13 · 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{CM3MHIUAGLJHFRVG6A5VZKT7BZ}

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	2026-05-18T00:28:03.925093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1336c3a28032d272c6a6f03b5caa7f0e610a603080c13605ce90d50ade4804ec

Aliases

arxiv: 1712.04644 · arxiv_version: 1712.04644v1 · doi: 10.48550/arxiv.1712.04644 · pith_short_12: CM3MHIUAGLJH · pith_short_16: CM3MHIUAGLJHFRVG · pith_short_8: CM3MHIUA

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/CM3MHIUAGLJHFRVG6A5VZKT7BZ \
  | 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: 1336c3a28032d272c6a6f03b5caa7f0e610a603080c13605ce90d50ade4804ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "406ff0b91f4ed64832cfcbe5b5f87cbe71fd0b64a3155e8aab99d020930a2a89",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-13T07:59:48Z",
    "title_canon_sha256": "d29a6662d2d7ceba84283f9af08b7cccb6d11ff2e0d0944fac126fc594fe09bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.04644",
    "kind": "arxiv",
    "version": 1
  }
}