Pith Number

pith:CPZZY6DP

pith:2020:CPZZY6DP6H2GFHLZGJF5ZFVZQJ

not attested not anchored not stored refs pending

Best Arm Identification in Graphical Bilinear Bandits

Albert Thomas, Geovani Rizk, Igor Colin, Rida Laraki, Yann Chevaleyre

arxiv:2012.07641 v3 · 2020-12-14 · 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{CPZZY6DP6H2GFHLZGJF5ZFVZQJ}

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	2026-07-05T02:48:20.426654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13f39c786ff1f4629d79324bdc96b9826fde79e20352c477694929cc0bf65060

Aliases

arxiv: 2012.07641 · arxiv_version: 2012.07641v3 · doi: 10.48550/arxiv.2012.07641 · pith_short_12: CPZZY6DP6H2G · pith_short_16: CPZZY6DP6H2GFHLZ · pith_short_8: CPZZY6DP

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/CPZZY6DP6H2GFHLZGJF5ZFVZQJ \
  | 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: 13f39c786ff1f4629d79324bdc96b9826fde79e20352c477694929cc0bf65060

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81366931fc7c0b41134950b74d6be90ae2bfbe3c9ed955d11296d498cc85e251",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-14T15:25:23Z",
    "title_canon_sha256": "829749b83f15062997c0ca3e8b7709b5482e8b1616aeb860308fc4966c15e4f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.07641",
    "kind": "arxiv",
    "version": 3
  }
}