Pith Number

pith:YUKXPARG

pith:2012:YUKXPARGHXMGCZKGAKFDJJY3PT

not attested not anchored not stored refs pending

A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets

Francis Bach (INRIA Paris - Rocquencourt, LIENS), Mark Schmidt (INRIA Paris - Rocquencourt, Nicolas Le Roux (INRIA Paris - Rocquencourt

arxiv:1202.6258 v4 · 2012-02-28 · math.OC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YUKXPARGHXMGCZKGAKFDJJY3PT}

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	2026-05-18T03:31:30.814616Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5157782263dd8616546028a34a71b7cfae85a7dcd82262c363e8946c968f33c

Aliases

arxiv: 1202.6258 · arxiv_version: 1202.6258v4 · doi: 10.48550/arxiv.1202.6258 · pith_short_12: YUKXPARGHXMG · pith_short_16: YUKXPARGHXMGCZKG · pith_short_8: YUKXPARG

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/YUKXPARGHXMGCZKGAKFDJJY3PT \
  | 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: c5157782263dd8616546028a34a71b7cfae85a7dcd82262c363e8946c968f33c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25fec5f5c60a57028e392cda26a1aa19e0a3c14f555db7e8f0c7b3746f8e82cc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2012-02-28T15:42:51Z",
    "title_canon_sha256": "223164d273a4bfec1f663766af3e6d32be1a6b15312393bbf7ed5301ccb89550"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1202.6258",
    "kind": "arxiv",
    "version": 4
  }
}