Pith Number

pith:JUDPBYBV

pith:2025:JUDPBYBV4NCRBYRUWQMI3NKSUX

not attested not anchored not stored refs pending

Data-Dependent Regret Bounds for Constrained MABs

Alberto Marchesi, Francesco Emanuele Stradi, Gianmarco Genalti, Matteo Castiglioni, Nicola Gatti

arxiv:2505.20010 v2 · 2025-05-26 · 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{JUDPBYBV4NCRBYRUWQMI3NKSUX}

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	2026-07-05T11:25:11.105668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d06f0e035e34510e234b4188db552a5ceb47eb070af000c87f64749c91604c3

Aliases

arxiv: 2505.20010 · arxiv_version: 2505.20010v2 · doi: 10.48550/arxiv.2505.20010 · pith_short_12: JUDPBYBV4NCR · pith_short_16: JUDPBYBV4NCRBYRU · pith_short_8: JUDPBYBV

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/JUDPBYBV4NCRBYRUWQMI3NKSUX \
  | 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: 4d06f0e035e34510e234b4188db552a5ceb47eb070af000c87f64749c91604c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dfc7662c29e52c654df18fede1101292f75629a6fa3d9b1d8f9fddaab7b2202",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-26T14:00:36Z",
    "title_canon_sha256": "8fe57b3ee725ec5d4d116356ea6c57c28974efb974bff86c9a2408b027a741fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20010",
    "kind": "arxiv",
    "version": 2
  }
}