Pith Number

pith:JVJJV64J

pith:2025:JVJJV64JOZNEZ4DO57Q2YC6KS5

not attested not anchored not stored refs pending

Functional multi-armed bandit and the best function identification problems

Aleksandr Katrutsa, Anastasiia Soboleva, Ilgam Latypov, Yuriy Dorn

arxiv:2503.00509 v2 · 2025-03-01 · cs.LG · cs.AI · math.OC · 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{JVJJV64JOZNEZ4DO57Q2YC6KS5}

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

Beyond Static Bias: Adaptive Multi-Fidelity Bandits with Improving Proxies

Receipt and verification

First computed	2026-06-23T01:12:45.097211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d529afb89765a4cf06eefe1ac0bca97496324b894bea3a3b1114d7cedb3ff68

Aliases

arxiv: 2503.00509 · arxiv_version: 2503.00509v2 · doi: 10.48550/arxiv.2503.00509 · pith_short_12: JVJJV64JOZNE · pith_short_16: JVJJV64JOZNEZ4DO · pith_short_8: JVJJV64J

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/JVJJV64JOZNEZ4DO57Q2YC6KS5 \
  | 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: 4d529afb89765a4cf06eefe1ac0bca97496324b894bea3a3b1114d7cedb3ff68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b14d3fba8bae7573d6485be2a7062411af02213d9b75b4240355866d5317fb4b",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-01T14:28:52Z",
    "title_canon_sha256": "5854124fd172cf61f351fa596ff19d03d6b9439d3c43095217c0d9f0e6c26657"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00509",
    "kind": "arxiv",
    "version": 2
  }
}