Pith Number

pith:LVZFTV6D

pith:2025:LVZFTV6D7AEJB62V3XTPYN54C6

not attested not anchored not stored refs pending

Batched Single-Index Global Multi-Armed Bandits with Covariates

Hyebin Song, Sakshi Arya

arxiv:2503.00565 v3 · 2025-03-01 · stat.ML · cs.LG · math.ST · stat.ME · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LVZFTV6D7AEJB62V3XTPYN54C6}

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	2026-05-21T02:04:47.888582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d7259d7c3f80890fb55dde6fc37bc17a4e7b0434b3f42970628cc32db1d3f5a

Aliases

arxiv: 2503.00565 · arxiv_version: 2503.00565v3 · doi: 10.48550/arxiv.2503.00565 · pith_short_12: LVZFTV6D7AEJ · pith_short_16: LVZFTV6D7AEJB62V · pith_short_8: LVZFTV6D

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/LVZFTV6D7AEJB62V3XTPYN54C6 \
  | 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: 5d7259d7c3f80890fb55dde6fc37bc17a4e7b0434b3f42970628cc32db1d3f5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a215b77a5246c76c4cea06b14bbce2a8d8890cbcb329396e9852832b66c3015",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-03-01T17:23:55Z",
    "title_canon_sha256": "bd9e40a86de4afc63f0d859d0353949311136e17ec0f3cd1a241fb3028d0af58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00565",
    "kind": "arxiv",
    "version": 3
  }
}