Pith Number

pith:IO7JK7AQ

pith:2025:IO7JK7AQTKMX2BVE5TZQVSHXPT

not attested not anchored not stored refs pending

Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing

Adel Javanmard, Alessandro Epasto, Rudrajit Das, Vahab Mirrokni

arxiv:2505.15195 v1 · 2025-05-21 · cs.LG · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IO7JK7AQTKMX2BVE5TZQVSHXPT}

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	2026-07-05T11:06:41.890480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43be957c109a997d06a4ecf30ac8f77cfd2e209877ae9754fe0781c6b6ce614e

Aliases

arxiv: 2505.15195 · arxiv_version: 2505.15195v1 · doi: 10.48550/arxiv.2505.15195 · pith_short_12: IO7JK7AQTKMX · pith_short_16: IO7JK7AQTKMX2BVE · pith_short_8: IO7JK7AQ

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/IO7JK7AQTKMX2BVE5TZQVSHXPT \
  | 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: 43be957c109a997d06a4ecf30ac8f77cfd2e209877ae9754fe0781c6b6ce614e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8c0b2b6004734fde378afa1a80adb72811717afdb38998a95137d27d9f3bc2a",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T07:16:44Z",
    "title_canon_sha256": "069dc1acddc6e81a62e1c37dd0132133c6305c0d5ce1ffdc87bca6d66c2da1bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15195",
    "kind": "arxiv",
    "version": 1
  }
}