Pith Number

pith:SG7BVU4K

pith:2018:SG7BVU4KSDAVP32JCPJGXBXZO4

not attested not anchored not stored refs pending

Improved asynchronous parallel optimization analysis for stochastic incremental methods

Fabian Pedregosa, R\'emi Leblond, Simon Lacoste-Julien

arxiv:1801.03749 v3 · 2018-01-11 · 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{SG7BVU4KSDAVP32JCPJGXBXZO4}

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.

Receipt and verification

First computed	2026-05-17T23:50:34.262117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91be1ad38a90c157ef4913d26b86f9770f6b6e74c61f3114bcf3a0705361396a

Aliases

arxiv: 1801.03749 · arxiv_version: 1801.03749v3 · doi: 10.48550/arxiv.1801.03749 · pith_short_12: SG7BVU4KSDAV · pith_short_16: SG7BVU4KSDAVP32J · pith_short_8: SG7BVU4K

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/SG7BVU4KSDAVP32JCPJGXBXZO4 \
  | 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: 91be1ad38a90c157ef4913d26b86f9770f6b6e74c61f3114bcf3a0705361396a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d61b086194fe09eb1cb8243382760ade078ce56e3863fa6b9fbb9bdc2b68fb07",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2018-01-11T13:31:33Z",
    "title_canon_sha256": "5720c195c4e3c4c3e5fb32f051f47dae8f537a9a7987ba6affbcaf9b92e66ace"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.03749",
    "kind": "arxiv",
    "version": 3
  }
}