Pith Number

pith:GI2GAZWD

pith:2020:GI2GAZWDPRJP5RLVBW4TBQYCA4

not attested not anchored not stored refs pending

Neural Thompson Sampling

Dongruo Zhou, Lihong Li, Quanquan Gu, Weitong Zhang

arxiv:2010.00827 v2 · 2020-10-02 · 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{GI2GAZWDPRJP5RLVBW4TBQYCA4}

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

3 papers in Pith

Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness, and Safety

Neural Variance-aware Dueling Bandits with Deep Representation and Shallow Exploration

Optimality of Sub-network Laplace Approximations: New Results and Methods

Receipt and verification

First computed	2026-07-05T03:44:27.963978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32346066c37c52fec5750db930c30207349616c978a428a9ef03a48113b67bb8

Aliases

arxiv: 2010.00827 · arxiv_version: 2010.00827v2 · doi: 10.48550/arxiv.2010.00827 · pith_short_12: GI2GAZWDPRJP · pith_short_16: GI2GAZWDPRJP5RLV · pith_short_8: GI2GAZWD

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/GI2GAZWDPRJP5RLVBW4TBQYCA4 \
  | 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: 32346066c37c52fec5750db930c30207349616c978a428a9ef03a48113b67bb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1faaac05cbdd85a8db77a6bf7063879476ede39c38aa2cb66cde271aa6aeb7e9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-02T07:44:09Z",
    "title_canon_sha256": "e2bd6219a857211a3ba4cd5bf952b39ead2542b1e7aa652d105587183d3ae10a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.00827",
    "kind": "arxiv",
    "version": 2
  }
}