Pith Number

pith:A5MSIBR2

pith:2022:A5MSIBR2M42Y5KX7LF4QDIGEBN

not attested not anchored not stored refs pending

Variance-Aware Sparse Linear Bandits

Ruosong Wang, Simon S. Du, Yan Dai

arxiv:2205.13450 v3 · 2022-05-26 · cs.LG · cs.AI · 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{A5MSIBR2M42Y5KX7LF4QDIGEBN}

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

Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs

Receipt and verification

First computed	2026-07-05T05:39:14.513255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

075924063a67358eaaff597901a0c40b6cc7b5d86e8707512da50f3e1bea06ba

Aliases

arxiv: 2205.13450 · arxiv_version: 2205.13450v3 · doi: 10.48550/arxiv.2205.13450 · pith_short_12: A5MSIBR2M42Y · pith_short_16: A5MSIBR2M42Y5KX7 · pith_short_8: A5MSIBR2

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/A5MSIBR2M42Y5KX7LF4QDIGEBN \
  | 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: 075924063a67358eaaff597901a0c40b6cc7b5d86e8707512da50f3e1bea06ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30fff5a26f205007e0ef226b12808cb350f847f12a0c957ddc59d469526d6a34",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-26T15:55:44Z",
    "title_canon_sha256": "30eb69115655b8f61a5d81c41a337ab9869dae8c288522178f6206d0f9777fc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.13450",
    "kind": "arxiv",
    "version": 3
  }
}