Pith Number

pith:75CG27KX

pith:2019:75CG27KXERAM2H72XSVPOUMLPK

not attested not anchored not stored refs pending

Distribution-dependent and Time-uniform Bounds for Piecewise i.i.d Bandits

Odalric-Ambrym Maillard, Subhojyoti Mukherjee

arxiv:1905.13159 v2 · 2019-05-30 · 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{75CG27KXERAM2H72XSVPOUMLPK}

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

1 paper in Pith

A single algorithm for both restless and rested rotting bandits

Receipt and verification

First computed	2026-05-17T23:43:55.917464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff446d7d572440cd1ffabcaaf7518b7aa00b8436ea9e78efb69aada9e05a2453

Aliases

arxiv: 1905.13159 · arxiv_version: 1905.13159v2 · doi: 10.48550/arxiv.1905.13159 · pith_short_12: 75CG27KXERAM · pith_short_16: 75CG27KXERAM2H72 · pith_short_8: 75CG27KX

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/75CG27KXERAM2H72XSVPOUMLPK \
  | 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: ff446d7d572440cd1ffabcaaf7518b7aa00b8436ea9e78efb69aada9e05a2453

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95ba4b94df07565edcb09865773be46f8511363e41bdbc9ad7ede42eec381931",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-30T16:30:19Z",
    "title_canon_sha256": "787123b363d64f20caf3764f43989806d3c54340f6de90b6d7c8c2f526c69074"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13159",
    "kind": "arxiv",
    "version": 2
  }
}