Pith Number

pith:7PKAJ4RN

pith:2025:7PKAJ4RN6WJ5RZOHIPZ27AS2F3

not attested not anchored not stored refs pending

Linear Bandits with Partially Observable Features

Assaf Zeevi, Garud Iyengar, Min-hwan Oh, Sungwoo Park, Wonyoung Kim

arxiv:2502.06142 v3 · 2025-02-10 · 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{7PKAJ4RN6WJ5RZOHIPZ27AS2F3}

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	2026-07-05T11:54:44.294973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbd404f22df593d8e5c743f3af825a2ec1d984ba554a0b18f921a84e4098f354

Aliases

arxiv: 2502.06142 · arxiv_version: 2502.06142v3 · doi: 10.48550/arxiv.2502.06142 · pith_short_12: 7PKAJ4RN6WJ5 · pith_short_16: 7PKAJ4RN6WJ5RZOH · pith_short_8: 7PKAJ4RN

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/7PKAJ4RN6WJ5RZOHIPZ27AS2F3 \
  | 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: fbd404f22df593d8e5c743f3af825a2ec1d984ba554a0b18f921a84e4098f354

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "774f4f1fa9c676fab4c0bdf4eec8e1e944548d2360a93db233e4412a39e676fa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-10T04:15:38Z",
    "title_canon_sha256": "a67a8df4325cc012e5c633b36d62c9614200ab2bd3978f1f5f572cdffd44ae8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06142",
    "kind": "arxiv",
    "version": 3
  }
}