Pith Number

pith:YR5MZLPQ

pith:2022:YR5MZLPQKWMQKY5VQYILZBLHCM

not attested not anchored not stored refs pending

Minimax Regret for Cascading Bandits

Daniel Vial, R. Srikant, Sanjay Shakkottai, Sujay Sanghavi

arxiv:2203.12577 v3 · 2022-03-23 · cs.LG · 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{YR5MZLPQKWMQKY5VQYILZBLHCM}

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.

Cited by

1 paper in Pith

Cascading Bandits Robust to Adversarial Corruptions

Receipt and verification

First computed	2026-07-05T05:04:47.463956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c47accadf055990563b58610bc856713082f8285cf2180c3bb9a5cee6a7d9781

Aliases

arxiv: 2203.12577 · arxiv_version: 2203.12577v3 · doi: 10.48550/arxiv.2203.12577 · pith_short_12: YR5MZLPQKWMQ · pith_short_16: YR5MZLPQKWMQKY5V · pith_short_8: YR5MZLPQ

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/YR5MZLPQKWMQKY5VQYILZBLHCM \
  | 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: c47accadf055990563b58610bc856713082f8285cf2180c3bb9a5cee6a7d9781

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2750bf028370d8d429fc04df55f1f1ab8e570e7f68dec04098e4a1e9da3f69fe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-23T17:37:43Z",
    "title_canon_sha256": "a87f23f1070d0716aba35270a837d35e597ff247b0287c4f1b8883adbbb6cc26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.12577",
    "kind": "arxiv",
    "version": 3
  }
}