Pith Number

pith:W6GFA554

pith:2024:W6GFA554ZUY7UE2ZCWT6LC3L2S

not attested not anchored not stored refs pending

Contextual Bandits for Unbounded Context Distributions

Li Shen, Puning Zhao, Qixin Zhang, Rongfei Fan, Shaowei Wang, Tianhang Zheng, Zong Ke

arxiv:2408.09655 v2 · 2024-08-19 · 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{W6GFA554ZUY7UE2ZCWT6LC3L2S}

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

Deep Learning Model Acceleration and Optimization Strategies for Real-Time Recommendation Systems

Receipt and verification

First computed	2026-07-05T10:59:59.498023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b78c5077bccd31fa135915a7e58b6bd49d6b8863646b79abcfd4789d9e64827b

Aliases

arxiv: 2408.09655 · arxiv_version: 2408.09655v2 · doi: 10.48550/arxiv.2408.09655 · pith_short_12: W6GFA554ZUY7 · pith_short_16: W6GFA554ZUY7UE2Z · pith_short_8: W6GFA554

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/W6GFA554ZUY7UE2ZCWT6LC3L2S \
  | 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: b78c5077bccd31fa135915a7e58b6bd49d6b8863646b79abcfd4789d9e64827b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8649c05f6bbe341afd0bb46bd676ea448474491d69c79d44ab857c21d781a570",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-19T02:30:37Z",
    "title_canon_sha256": "d3f19804a65035063cc384ba289b0dd1e7f27738008d4c1ed537f8f6dcfffa29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09655",
    "kind": "arxiv",
    "version": 2
  }
}