Pith Number

pith:ICJR2II6

pith:2021:ICJR2II6GFSZNCVXIMLPYFMV6C

not attested not anchored not stored refs pending

Parallelizing Thompson Sampling

Amin Karbasi, Mohammad Shadravan, Vahab Mirrokni

arxiv:2106.01420 v1 · 2021-06-02 · cs.LG · cs.AI · math.OC · 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{ICJR2II6GFSZNCVXIMLPYFMV6C}

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	2026-07-05T02:45:51.209535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40931d211e3165968ab74316fc1595f09a155710c3a0f4b538bdcc9db4f1ad19

Aliases

arxiv: 2106.01420 · arxiv_version: 2106.01420v1 · doi: 10.48550/arxiv.2106.01420 · pith_short_12: ICJR2II6GFSZ · pith_short_16: ICJR2II6GFSZNCVX · pith_short_8: ICJR2II6

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/ICJR2II6GFSZNCVXIMLPYFMV6C \
  | 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: 40931d211e3165968ab74316fc1595f09a155710c3a0f4b538bdcc9db4f1ad19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dcd8162f4fd2848611e785047d9a45619fab7b66768a571b7a60281c623f4e7",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-02T18:51:57Z",
    "title_canon_sha256": "8277f37f58945605ba1cb78c2b7578ee88c894d5dc3edeb0365dcea71c3eb032"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.01420",
    "kind": "arxiv",
    "version": 1
  }
}