Pith Number

pith:I5IV6JAB

pith:2024:I5IV6JABQHDJROTMNAZDRNMPWY

not attested not anchored not stored refs pending

Thompson Sampling For Combinatorial Bandits: Polynomial Regret and Mismatched Sampling Paradox

Raymond Zhang, Richard Combes

arxiv:2410.05441 v1 · 2024-10-07 · 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{I5IV6JABQHDJROTMNAZDRNMPWY}

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	2026-07-05T09:17:19.281777Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47515f240181c698ba6c683238b58fb625e9f425d0a9345ec42174881fb074fe

Aliases

arxiv: 2410.05441 · arxiv_version: 2410.05441v1 · doi: 10.48550/arxiv.2410.05441 · pith_short_12: I5IV6JABQHDJ · pith_short_16: I5IV6JABQHDJROTM · pith_short_8: I5IV6JAB

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/I5IV6JABQHDJROTMNAZDRNMPWY \
  | 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: 47515f240181c698ba6c683238b58fb625e9f425d0a9345ec42174881fb074fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e4c6a3817897d690fa7c38430b0a23b4868978f6e603b193e456cfa5749a78f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-07T19:17:08Z",
    "title_canon_sha256": "4c5a8c80ffbf28ecdd0e33129d4fc9a89d889d4f6f32c927db500a022b9b69e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05441",
    "kind": "arxiv",
    "version": 1
  }
}