Pith Number

pith:NEOJP5NN

pith:2023:NEOJP5NNYXLWDCHSGCDNJQARZL

not attested not anchored not stored refs pending

Pure Exploration in Asynchronous Federated Bandits

Chenyu Song, Chuanhao Li, Huazheng Wang, Lianghui Wang, Quanquan Gu, Zichen Wang

arxiv:2310.11015 v2 · 2023-10-17 · 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{NEOJP5NNYXLWDCHSGCDNJQARZL}

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

Provably Efficient Algorithm for Best Scoring Rule Identification in Online Principal-Agent Information Acquisition

Receipt and verification

First computed	2026-07-05T09:12:56.542002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

691c97f5adc5d76188f23086d4c011cadff4388804bbdaba84bdb1c21d288cd4

Aliases

arxiv: 2310.11015 · arxiv_version: 2310.11015v2 · doi: 10.48550/arxiv.2310.11015 · pith_short_12: NEOJP5NNYXLW · pith_short_16: NEOJP5NNYXLWDCHS · pith_short_8: NEOJP5NN

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/NEOJP5NNYXLWDCHSGCDNJQARZL \
  | 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: 691c97f5adc5d76188f23086d4c011cadff4388804bbdaba84bdb1c21d288cd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2179df6e2aeff51b27dc85216acf312b3dd0410e1acb9166194aeb92e1f3834a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-17T06:04:00Z",
    "title_canon_sha256": "6d216db7e48633fc3f1ab4617778c07eadce4caa7331ef007822011dc066a0b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11015",
    "kind": "arxiv",
    "version": 2
  }
}