Pith Number

pith:SYV4PQ3H

pith:2019:SYV4PQ3HGCHMB6LLRGTWUIR6OM

not attested not anchored not stored refs pending

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization

Rong Ge, Weiyao Wang, Xiang Wang, Zhize Li

arxiv:1905.00529 v1 · 2019-05-01 · cs.LG · math.OC · 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{SYV4PQ3HGCHMB6LLRGTWUIR6OM}

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

Distributed Learning in Non-Convex Environments -- Part I: Agreement at a Linear Rate

Receipt and verification

First computed	2026-05-17T23:47:11.623207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

962bc7c367308ec0f96b89a76a223e732b236d754bc6fb8df35fe1c67e9fcb95

Aliases

arxiv: 1905.00529 · arxiv_version: 1905.00529v1 · doi: 10.48550/arxiv.1905.00529 · pith_short_12: SYV4PQ3HGCHM · pith_short_16: SYV4PQ3HGCHMB6LL · pith_short_8: SYV4PQ3H

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/SYV4PQ3HGCHMB6LLRGTWUIR6OM \
  | 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: 962bc7c367308ec0f96b89a76a223e732b236d754bc6fb8df35fe1c67e9fcb95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61426c44d74e489cc25492bfb936c2c060c605077a3d2cd85924986f6aeb39ee",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-01T23:44:26Z",
    "title_canon_sha256": "77631a262078a8c4d5bd8d4f3c0a6893f711fc9201c3ce46ae570477af13d8fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.00529",
    "kind": "arxiv",
    "version": 1
  }
}