Pith Number

pith:3Q73WLMG

pith:2022:3Q73WLMGPXL46VLOT7HVYYAUVL

not attested not anchored not stored refs pending

An SDE perspective on stochastic convex optimization

Hedy Attouch, Jalal Fadili, Rodrigo Maulen-Soto

arxiv:2207.02750 v1 · 2022-07-06 · 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{3Q73WLMGPXL46VLOT7HVYYAUVL}

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

Optimization Hyper-parameter Laws for Large Language Models

Receipt and verification

First computed	2026-07-05T07:54:29.009670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc3fbb2d867dd7cf556e9fcf5c6014aac9215ac5ccc87996c2f6c712b79fec5d

Aliases

arxiv: 2207.02750 · arxiv_version: 2207.02750v1 · doi: 10.48550/arxiv.2207.02750 · pith_short_12: 3Q73WLMGPXL4 · pith_short_16: 3Q73WLMGPXL46VLO · pith_short_8: 3Q73WLMG

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/3Q73WLMGPXL46VLOT7HVYYAUVL \
  | 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: dc3fbb2d867dd7cf556e9fcf5c6014aac9215ac5ccc87996c2f6c712b79fec5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b9cb62838ea781a00373c0aae6cc8030fa89481c32866d47fb30127fce2ced5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-07-06T15:38:32Z",
    "title_canon_sha256": "3ec696df4f3919900ef781097448645c6d5f0a5474776dc696e75bdc809fe712"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.02750",
    "kind": "arxiv",
    "version": 1
  }
}