Pith Number

pith:WNZRLVQF

pith:2023:WNZRLVQFHM25OZEJ76VR6XNS5S

not attested not anchored not stored refs pending

On the different regimes of Stochastic Gradient Descent

Antonio Sclocchi, Matthieu Wyart

arxiv:2309.10688 v4 · 2023-09-19 · cs.LG · cond-mat.dis-nn · 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{WNZRLVQFHM25OZEJ76VR6XNS5S}

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	2026-07-05T07:50:03.438528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b37315d6053b35d76489ffab1f5db2eca2305a81d227d4e02dbd0d1a7719268c

Aliases

arxiv: 2309.10688 · arxiv_version: 2309.10688v4 · doi: 10.48550/arxiv.2309.10688 · pith_short_12: WNZRLVQFHM25 · pith_short_16: WNZRLVQFHM25OZEJ · pith_short_8: WNZRLVQF

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/WNZRLVQFHM25OZEJ76VR6XNS5S \
  | 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: b37315d6053b35d76489ffab1f5db2eca2305a81d227d4e02dbd0d1a7719268c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30c76313c7d8151de2e789436e01bf532447284417a11fb66f137ca0cbd75959",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-19T15:23:07Z",
    "title_canon_sha256": "6e11c5653c3cad823a7fa4924bbe26962af4adc6fccfe62f6ebbe3a8ccda657b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.10688",
    "kind": "arxiv",
    "version": 4
  }
}