Pith Number

pith:GIXBFWBO

pith:2020:GIXBFWBOG5YBLT4WYEEN4TU2NK

not attested not anchored not stored refs pending

Multinomial Logit Bandit with Low Switching Cost

Kefan Dong, Qin Zhang, Yingkai Li, Yuan Zhou

arxiv:2007.04876 v1 · 2020-07-09 · 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{GIXBFWBOG5YBLT4WYEEN4TU2NK}

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	2026-07-05T01:17:35.469522Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

322e12d82e377015cf96c108de4e9a6a9be1fea89b9a0bd45ef8691301854fad

Aliases

arxiv: 2007.04876 · arxiv_version: 2007.04876v1 · doi: 10.48550/arxiv.2007.04876 · pith_short_12: GIXBFWBOG5YB · pith_short_16: GIXBFWBOG5YBLT4W · pith_short_8: GIXBFWBO

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/GIXBFWBOG5YBLT4WYEEN4TU2NK \
  | 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: 322e12d82e377015cf96c108de4e9a6a9be1fea89b9a0bd45ef8691301854fad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f24c43b37a10553423a8dbbc489fb335210428eb20b1844422e61099ca57eeed",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-09T15:26:54Z",
    "title_canon_sha256": "6cdacf106a28dd9dc5522dd7a5fa8d0fecc3b84eed2c4af719e0e73e7b946b6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.04876",
    "kind": "arxiv",
    "version": 1
  }
}