Pith Number

pith:GGFRGXWX

pith:2022:GGFRGXWXDBAT354LVGYGXQLTPB

not attested not anchored not stored refs pending

Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling

Alexander Tyurin, Konstantin Burlachenko, Lukang Sun, Peter Richt\'arik

arxiv:2206.02275 v1 · 2022-06-05 · 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{GGFRGXWXDBAT354LVGYGXQLTPB}

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

Tighter Performance Theory of FedExProx

Receipt and verification

First computed	2026-07-05T04:29:16.016712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

318b135ed718413df78ba9b06bc1737846e5a5e7b561007f69e31d3baf3e0e24

Aliases

arxiv: 2206.02275 · arxiv_version: 2206.02275v1 · doi: 10.48550/arxiv.2206.02275 · pith_short_12: GGFRGXWXDBAT · pith_short_16: GGFRGXWXDBAT354L · pith_short_8: GGFRGXWX

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/GGFRGXWXDBAT354LVGYGXQLTPB \
  | 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: 318b135ed718413df78ba9b06bc1737846e5a5e7b561007f69e31d3baf3e0e24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "049c68c78f9b6f85264a1b6b400f22b164091a02184cbc46f72e92783f53d43e",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-05T21:32:33Z",
    "title_canon_sha256": "cd64b0521f35d33b586da78729c5d2d50110ea7f364b42bb66b5de1ddbf5c15b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.02275",
    "kind": "arxiv",
    "version": 1
  }
}