Pith Number

pith:QYVNFUAY

pith:2018:QYVNFUAYTCKECARQZIZ5XCGIYI

not attested not anchored not stored refs pending

Correlated Multi-armed Bandits with a Latent Random Source

Gauri Joshi, Osman Ya\u{g}an, Samarth Gupta

arxiv:1808.05904 v2 · 2018-08-17 · 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{QYVNFUAYTCKECARQZIZ5XCGIYI}

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	2026-05-17T23:55:07.480620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

862ad2d0189894410230ca33db88c8c23149ce5793ab7a9c03d7912ec4d44209

Aliases

arxiv: 1808.05904 · arxiv_version: 1808.05904v2 · doi: 10.48550/arxiv.1808.05904 · pith_short_12: QYVNFUAYTCKE · pith_short_16: QYVNFUAYTCKECARQ · pith_short_8: QYVNFUAY

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/QYVNFUAYTCKECARQZIZ5XCGIYI \
  | 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: 862ad2d0189894410230ca33db88c8c23149ce5793ab7a9c03d7912ec4d44209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b93a72536e9527c4d2479f7305cf6e5f877c5ac5cde063eed5e5f26117803786",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-08-17T15:48:52Z",
    "title_canon_sha256": "8866e88cb7d83a01072f58ab927d7b5786c97fa20c9bbcd74e834ce0d0b77d3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.05904",
    "kind": "arxiv",
    "version": 2
  }
}