Pith Number

pith:SJRZB2QT

pith:2019:SJRZB2QTI3XITGTBZHFQ5YXIZW

not attested not anchored not stored refs pending

Achieving Fairness in Stochastic Multi-armed Bandit Problem

Ganesh Ghalme, Vineet Nair, Vishakha Patil, Y. Narahari

arxiv:1905.11260 v3 · 2019-05-27 · 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{SJRZB2QTI3XITGTBZHFQ5YXIZW}

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	2026-05-17T23:39:53.739172Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

926390ea1346ee899a61c9cb0ee2e8cdb58373813abf4a11768f1861bcd1cf65

Aliases

arxiv: 1905.11260 · arxiv_version: 1905.11260v3 · doi: 10.48550/arxiv.1905.11260 · pith_short_12: SJRZB2QTI3XI · pith_short_16: SJRZB2QTI3XITGTB · pith_short_8: SJRZB2QT

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/SJRZB2QTI3XITGTBZHFQ5YXIZW \
  | 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: 926390ea1346ee899a61c9cb0ee2e8cdb58373813abf4a11768f1861bcd1cf65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9852c965c0a91652335c383df297fd1124e4fd064a5e0be9138925140152b482",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-27T14:27:49Z",
    "title_canon_sha256": "9234a764f3856ed48f6e1f509c579cf0aad0b0789678de753ad6854d00e8289c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.11260",
    "kind": "arxiv",
    "version": 3
  }
}