Pith Number

pith:4FKSQ6LC

pith:2023:4FKSQ6LCRVXGPQY3J3O4PMQ7EZ

not attested not anchored not stored refs pending

On Convergence of Incremental Gradient for Non-Convex Smooth Functions

Anastasia Koloskova, Martin Jaggi, Nikita Doikov, Sebastian U. Stich

arxiv:2305.19259 v4 · 2023-05-30 · 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{4FKSQ6LCRVXGPQY3J3O4PMQ7EZ}

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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

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity

Receipt and verification

First computed	2026-07-05T07:43:53.108372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1552879628d6e67c31b4eddc7b21f2666f4f35187ee58d8aac858fcf2331517

Aliases

arxiv: 2305.19259 · arxiv_version: 2305.19259v4 · doi: 10.48550/arxiv.2305.19259 · pith_short_12: 4FKSQ6LCRVXG · pith_short_16: 4FKSQ6LCRVXGPQY3 · pith_short_8: 4FKSQ6LC

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/4FKSQ6LCRVXGPQY3J3O4PMQ7EZ \
  | 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: e1552879628d6e67c31b4eddc7b21f2666f4f35187ee58d8aac858fcf2331517

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "454d9808c0661cfeac32cf9b0024336a98bf053ac792b7eca667e3846fbc9718",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T17:47:27Z",
    "title_canon_sha256": "38ff8ccb3cbc20db2cf96d738a337783c2b0b094c8086734bb81f99c02815f11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19259",
    "kind": "arxiv",
    "version": 4
  }
}