Pith Number

pith:SMNO4NMT

pith:2022:SMNO4NMTLIA274HRBRE4FLXV3M

not attested not anchored not stored refs pending

Residual Bootstrap Exploration for Stochastic Linear Bandit

Chi-Hua Wang, Guang Cheng, Shuang Wu, Yuantong Li

arxiv:2202.11474 v2 · 2022-02-23 · stat.ML · 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{SMNO4NMTLIA274HRBRE4FLXV3M}

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	2026-07-05T04:32:39.247242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

931aee35935a01aff0f10c49c2aef5db0d095d4774ca673323f64b21f1d1e171

Aliases

arxiv: 2202.11474 · arxiv_version: 2202.11474v2 · doi: 10.48550/arxiv.2202.11474 · pith_short_12: SMNO4NMTLIA2 · pith_short_16: SMNO4NMTLIA274HR · pith_short_8: SMNO4NMT

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/SMNO4NMTLIA274HRBRE4FLXV3M \
  | 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: 931aee35935a01aff0f10c49c2aef5db0d095d4774ca673323f64b21f1d1e171

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b118f813fe78d09166d1dc4bc07e50878e67f81d42c7694af271ef9fd5202c0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-23T12:47:12Z",
    "title_canon_sha256": "1ebdc65bba4f4a3540d9e6cf847a84ea9a90c4d2b57ddba77035376086a4c480"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11474",
    "kind": "arxiv",
    "version": 2
  }
}