Pith Number

pith:SFZIALG5

pith:2018:SFZIALG52DJDDVPO5I3IAI2VHR

not attested not anchored not stored refs pending

Preference-based Online Learning with Dueling Bandits: A Survey

Adil El Mesaoudi-Paul, Eyke H\"ullermeier, Robert Busa-Fekete, Viktor Bengs

arxiv:1807.11398 v2 · 2018-07-30 · cs.LG · 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{SFZIALG52DJDDVPO5I3IAI2VHR}

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

Optimal Posterior E-values with Non-Convex Parameter Sets with Applications to Voting Systems

Receipt and verification

First computed	2026-07-05T02:56:52.091463Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9172802cddd0d231d5eeea368023553c43b76c513dc29aa2ed8ea9b18b627606

Aliases

arxiv: 1807.11398 · arxiv_version: 1807.11398v2 · doi: 10.48550/arxiv.1807.11398 · pith_short_12: SFZIALG52DJD · pith_short_16: SFZIALG52DJDDVPO · pith_short_8: SFZIALG5

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/SFZIALG52DJDDVPO5I3IAI2VHR \
  | 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: 9172802cddd0d231d5eeea368023553c43b76c513dc29aa2ed8ea9b18b627606

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf3af9ad5efb7f2f1a99b424fafc31f09ae1bc8186d33f938b1a0ab325117dba",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-30T15:40:54Z",
    "title_canon_sha256": "c7ac0dccd1fcc737c6564d1473f26eda7321bdbae78cb1ae5cea17b51277a209"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.11398",
    "kind": "arxiv",
    "version": 2
  }
}