Pith Number

pith:FXY3RYTO

pith:2022:FXY3RYTOUXK5FZY7GALS6SB4LT

not attested not anchored not stored refs pending

Truncated LinUCB for Stochastic Linear Bandits

Meng Zhou, Yanglei Song

arxiv:2202.11735 v4 · 2022-02-23 · stat.ML · cs.LG · math.ST · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FXY3RYTOUXK5FZY7GALS6SB4LT}

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

Minimax Rate-Optimal Algorithms for High-Dimensional Stochastic Linear Bandits

Receipt and verification

First computed	2026-07-05T10:58:44.277761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2df1b8e26ea5d5d2e71f30172f483c5cd6f37c326ff2d4013f98947f5d5cf8b4

Aliases

arxiv: 2202.11735 · arxiv_version: 2202.11735v4 · doi: 10.48550/arxiv.2202.11735 · pith_short_12: FXY3RYTOUXK5 · pith_short_16: FXY3RYTOUXK5FZY7 · pith_short_8: FXY3RYTO

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/FXY3RYTOUXK5FZY7GALS6SB4LT \
  | 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: 2df1b8e26ea5d5d2e71f30172f483c5cd6f37c326ff2d4013f98947f5d5cf8b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20a91b92a60f34b3d6c555e14222b44786725142497a6d00466d691b87a06121",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-23T19:01:27Z",
    "title_canon_sha256": "0fadc2811ce6ce48a20f40ad66db6166652bb40a061da442c7554eedf30bd39b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11735",
    "kind": "arxiv",
    "version": 4
  }
}