Pith Number

pith:6ES73QOE

pith:2024:6ES73QOEQWUGQUSHZTNUAJ22DD

not attested not anchored not stored refs pending

Generalized Neyman Allocation for Locally Minimax Optimal Best-Arm Identification

Masahiro Kato

arxiv:2405.19317 v4 · 2024-05-29 · cs.LG · cs.AI · econ.EM · stat.ME · 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{6ES73QOEQWUGQUSHZTNUAJ22DD}

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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

Minimax and Bayes Optimal Best-Arm Identification

Receipt and verification

First computed	2026-07-05T10:08:17.485832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f125fdc1c485a8685247ccdb40275a18f9622f91448cec13295fa94498b0e69f

Aliases

arxiv: 2405.19317 · arxiv_version: 2405.19317v4 · doi: 10.48550/arxiv.2405.19317 · pith_short_12: 6ES73QOEQWUG · pith_short_16: 6ES73QOEQWUGQUSH · pith_short_8: 6ES73QOE

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/6ES73QOEQWUGQUSHZTNUAJ22DD \
  | 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: f125fdc1c485a8685247ccdb40275a18f9622f91448cec13295fa94498b0e69f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dddef873d942b9f85504924c9f47bcf5e93a5731c19801d9e7d950ae22ea1bea",
    "cross_cats_sorted": [
      "cs.AI",
      "econ.EM",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T17:43:13Z",
    "title_canon_sha256": "2d829c5edf3253a7c81a5a8f410c8d9ccafac72ad1a72710febff2e471ddec71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19317",
    "kind": "arxiv",
    "version": 4
  }
}