Pith Number

pith:UMHPP7AN

pith:2024:UMHPP7ANKCBPLK2AP4ACN6476T

not attested not anchored not stored refs pending

Active clustering with bandit feedback

Alexandra Carpentier, Christophe Giraud (CELESTE), Nicolas Verzelen (MISTEA), Victor Thuot (MISTEA)

arxiv:2406.11485 v1 · 2024-06-17 · stat.ML · 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{UMHPP7ANKCBPLK2AP4ACN6476T}

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

Fixed-Confidence Multiple Change Point Identification under Bandit Feedback

Receipt and verification

First computed	2026-07-05T08:32:54.011539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a30ef7fc0d5082f5ab407f0026fb9ff4d32cdb28d3e6bd43667d387cd30f6347

Aliases

arxiv: 2406.11485 · arxiv_version: 2406.11485v1 · doi: 10.48550/arxiv.2406.11485 · pith_short_12: UMHPP7ANKCBP · pith_short_16: UMHPP7ANKCBPLK2A · pith_short_8: UMHPP7AN

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/UMHPP7ANKCBPLK2AP4ACN6476T \
  | 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: a30ef7fc0d5082f5ab407f0026fb9ff4d32cdb28d3e6bd43667d387cd30f6347

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6980035640380a5d882b546f6c9cb678e41ea46a9df30afd646b862cd447909",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-06-17T12:52:19Z",
    "title_canon_sha256": "d485a2b8dfb9a27d6090e2f7629409912c9c75b5c0d317fdbfb8e1f2dd0f18c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11485",
    "kind": "arxiv",
    "version": 1
  }
}