Pith Number

pith:JW3SNERC

pith:2018:JW3SNERCIUN74WKUEIF25JRXJ6

not attested not anchored not stored refs pending

Analysis of Thompson Sampling for Graphical Bandits Without the Graphs

Fang Liu, Ness Shroff, Zizhan Zheng

arxiv:1805.08930 v1 · 2018-05-23 · stat.ML · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{JW3SNERCIUN74WKUEIF25JRXJ6}

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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

Online Learning with Multiple Fairness Regularizers via Graph-Structured Feedback

Receipt and verification

First computed	2026-05-18T00:15:09.058364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4db7269222451bfe5954220baea6374f9740c6e126e827634a8bedb5bfba0853

Aliases

arxiv: 1805.08930 · arxiv_version: 1805.08930v1 · doi: 10.48550/arxiv.1805.08930 · pith_short_12: JW3SNERCIUN7 · pith_short_16: JW3SNERCIUN74WKU · pith_short_8: JW3SNERC

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/JW3SNERCIUN74WKUEIF25JRXJ6 \
  | 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: 4db7269222451bfe5954220baea6374f9740c6e126e827634a8bedb5bfba0853

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "490bfda01a2288b2845e8d66594de663c649346758b67e587c36570c47940bf2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-23T01:47:56Z",
    "title_canon_sha256": "ec6340f6cd2ba861f37cfc43f5be8730637a7797535aedcfb073b335d1e37f27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.08930",
    "kind": "arxiv",
    "version": 1
  }
}