Pith Number

pith:EL653LBX

pith:2023:EL653LBXCD642CSN3ZSUSUSAUA

not attested not anchored not stored refs pending

CMA Light: a novel Minibatch Algorithm for large-scale non convex finite sum optimization

Corrado Coppola, Giampaolo Liuzzi, Laura Palagi

arxiv:2307.15775 v2 · 2023-07-28 · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EL653LBXCD642CSN3ZSUSUSAUA}

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

Beyond adaptive gradient: Fast-Controlled Minibatch Algorithm for large-scale optimization

Receipt and verification

First computed	2026-07-05T08:21:40.184095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22fdddac3710fdcd0a4dde65495240a02ccd2759afaf70f228ab785d5025af60

Aliases

arxiv: 2307.15775 · arxiv_version: 2307.15775v2 · doi: 10.48550/arxiv.2307.15775 · pith_short_12: EL653LBXCD64 · pith_short_16: EL653LBXCD642CSN · pith_short_8: EL653LBX

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/EL653LBXCD642CSN3ZSUSUSAUA \
  | 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: 22fdddac3710fdcd0a4dde65495240a02ccd2759afaf70f228ab785d5025af60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca398f8c6ac4c7fdbca5829dcf5b2eaf8b69fa6fd59e754dbefda6ca9188a77a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-07-28T19:30:04Z",
    "title_canon_sha256": "08ef42a052e3b6e5c780772975e2487087dcc9b908d27636cda71500d1dad672"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.15775",
    "kind": "arxiv",
    "version": 2
  }
}