Pith Number

pith:IBPCQZG7

pith:2025:IBPCQZG7FAOC4PK4P2DFN3Y7AO

not attested not anchored not stored refs pending

Online Clustering of Dueling Bandits

Jiahang Sun, Jize Xie, John C.S. Lui, Mingze Kong, Qinghua Hu, Zhiyong Wang, Zhongxiang Dai

arxiv:2502.02079 v1 · 2025-02-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IBPCQZG7FAOC4PK4P2DFN3Y7AO}

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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

Linear and Neural Dueling Bandits with Delayed Feedback

Receipt and verification

First computed	2026-07-05T10:09:23.474740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

405e2864df281c2e3d5c7e8656ef1f03add20aa34f9fe027cec9d7297ce89c5d

Aliases

arxiv: 2502.02079 · arxiv_version: 2502.02079v1 · doi: 10.48550/arxiv.2502.02079 · pith_short_12: IBPCQZG7FAOC · pith_short_16: IBPCQZG7FAOC4PK4 · pith_short_8: IBPCQZG7

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/IBPCQZG7FAOC4PK4P2DFN3Y7AO \
  | 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: 405e2864df281c2e3d5c7e8656ef1f03add20aa34f9fe027cec9d7297ce89c5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "027209f63215bf2e254e3604ab9df0ca5201714e4c3ada9a7bd901a19c148c14",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-04T07:55:41Z",
    "title_canon_sha256": "c58bfcaccf6b99c04c70797d95720a8d25556367967efbc47c1c7152bf375be8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02079",
    "kind": "arxiv",
    "version": 1
  }
}