Pith Number

pith:FDO7FSF2

pith:2024:FDO7FSF2LBLYMYJ34SZWTRIZYB

not attested not anchored not stored refs pending

Corruption-Robust Linear Bandits: Minimax Optimality and Gap-Dependent Misspecification

Andrew Wagenmaker, Artin Tajdini, Chen-Yu Wei, Haolin Liu

arxiv:2410.07533 v3 · 2024-10-10 · 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{FDO7FSF2LBLYMYJ34SZWTRIZYB}

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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

Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability

Receipt and verification

First computed	2026-07-05T09:22:22.563523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28ddf2c8ba585786613be4b369c519c067cec6313e8d61d2767af118b576793d

Aliases

arxiv: 2410.07533 · arxiv_version: 2410.07533v3 · doi: 10.48550/arxiv.2410.07533 · pith_short_12: FDO7FSF2LBLY · pith_short_16: FDO7FSF2LBLYMYJ3 · pith_short_8: FDO7FSF2

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/FDO7FSF2LBLYMYJ34SZWTRIZYB \
  | 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: 28ddf2c8ba585786613be4b369c519c067cec6313e8d61d2767af118b576793d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2cada72663f3710527cac380bc17d0d20aad5ebb15e5cd2d04e92019d71cd3a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-10T02:01:46Z",
    "title_canon_sha256": "756ce6dc98754aaabcc67c94189acf768de38ef096862f1f2dea2b1fa96420b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07533",
    "kind": "arxiv",
    "version": 3
  }
}