Pith Number

pith:AVPJ4BSZ

pith:2014:AVPJ4BSZLPOUU6FJMZYBOCPS23

not attested not anchored not stored refs pending

Best-Arm Identification in Linear Bandits

Alessandro Lazaric, Marta Soare, R\'emi Munos

arxiv:1409.6110 v2 · 2014-09-22 · 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{AVPJ4BSZLPOUU6FJMZYBOCPS23}

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

Logging Policy Design for Off-Policy Evaluation

Receipt and verification

First computed	2026-05-18T02:38:38.634071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

055e9e06595bdd4a78a966701709f2d6e76a6a5737a5d7ff5cb80d06cbb2162d

Aliases

arxiv: 1409.6110 · arxiv_version: 1409.6110v2 · doi: 10.48550/arxiv.1409.6110 · pith_short_12: AVPJ4BSZLPOU · pith_short_16: AVPJ4BSZLPOUU6FJ · pith_short_8: AVPJ4BSZ

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/AVPJ4BSZLPOUU6FJMZYBOCPS23 \
  | 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: 055e9e06595bdd4a78a966701709f2d6e76a6a5737a5d7ff5cb80d06cbb2162d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0d05b495178b8f276e232b700d3f2c613a656d16912ded6c2353bbded1ad448",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-09-22T08:41:02Z",
    "title_canon_sha256": "832ad690fe92ff5846e15e4706c4ecd3ea99293cdab4cc54daf631d0f4b783d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1409.6110",
    "kind": "arxiv",
    "version": 2
  }
}