Pith Number

pith:UCQSO2YW

pith:2024:UCQSO2YWMBRFQZA2PLD4BE3VZB

not attested not anchored not stored refs pending

Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits

Jie Bian, Vincent Y. F. Tan

arxiv:2405.15200 v1 · 2024-05-24 · cs.LG · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UCQSO2YWMBRFQZA2PLD4BE3VZB}

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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

Bandits for Efficient Experimentation: Adapting to Control Group, Preferences, and Context Drifts

Receipt and verification

First computed	2026-07-05T08:22:46.308023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0a1276b16606258641a7ac7c09375c84e3519c96c6b47eb78dd7239f4b6a4d9

Aliases

arxiv: 2405.15200 · arxiv_version: 2405.15200v1 · doi: 10.48550/arxiv.2405.15200 · pith_short_12: UCQSO2YWMBRF · pith_short_16: UCQSO2YWMBRFQZA2 · pith_short_8: UCQSO2YW

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/UCQSO2YWMBRFQZA2PLD4BE3VZB \
  | 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: a0a1276b16606258641a7ac7c09375c84e3519c96c6b47eb78dd7239f4b6a4d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6de6d6445ffbe0d7f8b55a9c7d36e43cdc2204d84a1c53c22192656f1df2f733",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T04:11:58Z",
    "title_canon_sha256": "185a1fe99c38f99283ba32e86713f59277ffe29fc923ef01789742a39e1f9ccb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15200",
    "kind": "arxiv",
    "version": 1
  }
}