Pith Number

pith:QGCOMYEA

pith:2020:QGCOMYEAW6KYC5FNYP57NT23SL

not attested not anchored not stored refs pending

SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation

Nicolas Loizou, Othmane Sebbouh, Robert M. Gower

arxiv:2006.10311 v3 · 2020-06-18 · math.OC · cs.LG · 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{QGCOMYEAW6KYC5FNYP57NT23SL}

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

Muon Does Not Converge on Convex Lipschitz Functions

Receipt and verification

First computed	2026-07-05T02:25:10.346752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8184e66080b7958174adc3fbf6cf5b92c5f49620b635938f7df30acdab11e632

Aliases

arxiv: 2006.10311 · arxiv_version: 2006.10311v3 · doi: 10.48550/arxiv.2006.10311 · pith_short_12: QGCOMYEAW6KY · pith_short_16: QGCOMYEAW6KYC5FN · pith_short_8: QGCOMYEA

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/QGCOMYEAW6KYC5FNYP57NT23SL \
  | 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: 8184e66080b7958174adc3fbf6cf5b92c5f49620b635938f7df30acdab11e632

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0975b96d1860f22a97998eea1d80ef98d238d1ff66410f624e9cc1abfb51d788",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2020-06-18T07:05:56Z",
    "title_canon_sha256": "0227cf9f6b996f897306d89fa7b9f89ae728d3a2ee57e9efac1fbda8b510cc1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.10311",
    "kind": "arxiv",
    "version": 3
  }
}