Pith Number

pith:VCTVDCR2

pith:2024:VCTVDCR2HMRWWDBTHO75Y6VSPX

not attested not anchored not stored refs pending

Conversational Dueling Bandits in Generalized Linear Models

Hong Zhang, Huazheng Wang, Hui Yuan, Mengdi Wang, Shuhua Yang, Xiaoying Zhang

arxiv:2407.18488 v1 · 2024-07-26 · cs.LG · cs.IT · math.IT · 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{VCTVDCR2HMRWWDBTHO75Y6VSPX}

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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

Leveraging the Power of Conversations: Optimal Key Term Selection in Conversational Contextual Bandits

Receipt and verification

First computed	2026-07-05T08:48:50.391129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8a7518a3a3b236b0c333bbfdc7ab27de75961e349e392a56526059ada3b8af2

Aliases

arxiv: 2407.18488 · arxiv_version: 2407.18488v1 · doi: 10.48550/arxiv.2407.18488 · pith_short_12: VCTVDCR2HMRW · pith_short_16: VCTVDCR2HMRWWDBT · pith_short_8: VCTVDCR2

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/VCTVDCR2HMRWWDBTHO75Y6VSPX \
  | 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: a8a7518a3a3b236b0c333bbfdc7ab27de75961e349e392a56526059ada3b8af2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dfef7db5e77032315d4f9b2795dd66d16990bb509019b82e500c4c19b6cc928",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-26T03:43:10Z",
    "title_canon_sha256": "687bf86025f5e239ceeed111f21d7311e3678bdd5fc65b70c85b6459757a9ebe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18488",
    "kind": "arxiv",
    "version": 1
  }
}