Pith Number

pith:NXMMNILD

pith:2024:NXMMNILDZL3YIPDIYES4VAZ654

not attested not anchored not stored refs pending

Incentivized Truthful Communication for Federated Bandits

Chuanhao Li, Haifeng Xu, Hongning Wang, Tianze Ren, Zhepei Wei

arxiv:2402.04485 v1 · 2024-02-07 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXMMNILDZL3YIPDIYES4VAZ654}

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

Federated Linear Dueling Bandits

Receipt and verification

First computed	2026-07-05T07:42:27.443311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dd8c6a163caf7843c68c125ca833eef10069f8aa44d93949ea913201653cb96

Aliases

arxiv: 2402.04485 · arxiv_version: 2402.04485v1 · doi: 10.48550/arxiv.2402.04485 · pith_short_12: NXMMNILDZL3Y · pith_short_16: NXMMNILDZL3YIPDI · pith_short_8: NXMMNILD

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/NXMMNILDZL3YIPDIYES4VAZ654 \
  | 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: 6dd8c6a163caf7843c68c125ca833eef10069f8aa44d93949ea913201653cb96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "765dabe1a159c7612ddb8e7488bdc75d747845e850df9bc28c7ac3e86d22e07c",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T00:23:20Z",
    "title_canon_sha256": "43330728cd9c796339fed33f649281df586f79b3c1e6c01a28dbc4937b152213"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04485",
    "kind": "arxiv",
    "version": 1
  }
}