Pith Number

pith:ILCCAFHK

pith:2022:ILCCAFHKMCG2UZHUJFLJNW5FI4

not attested not anchored not stored refs pending

Convergence Rate Analysis for Optimal Computing Budget Allocation Algorithms

Siyang Gao, Yanwen Li

arxiv:2211.14722 v2 · 2022-11-27 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ILCCAFHKMCG2UZHUJFLJNW5FI4}

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.

Receipt and verification

First computed	2026-07-05T05:20:16.667254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42c42014ea608daa64f4495696dba54708608473a963395a9e261a1c79663f15

Aliases

arxiv: 2211.14722 · arxiv_version: 2211.14722v2 · doi: 10.48550/arxiv.2211.14722 · pith_short_12: ILCCAFHKMCG2 · pith_short_16: ILCCAFHKMCG2UZHU · pith_short_8: ILCCAFHK

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/ILCCAFHKMCG2UZHUJFLJNW5FI4 \
  | 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: 42c42014ea608daa64f4495696dba54708608473a963395a9e261a1c79663f15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21ea9aec50eac8983555757a0f011e91c8bccdd124116f6528b59f23ced43f45",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-11-27T04:55:40Z",
    "title_canon_sha256": "6120e4a132c11148b668b43e766e8817805a6427a12f8d8ee6103f74c54f70b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.14722",
    "kind": "arxiv",
    "version": 2
  }
}