Pith Number

pith:57VYFLHY

pith:2017:57VYFLHYECI5VUEF5WDFF3QZSZ

not attested not anchored not stored refs pending

Accelerating Stochastic Gradient Descent For Least Squares Regression

Aaron Sidford, Praneeth Netrapalli, Prateek Jain, Rahul Kidambi, Sham M. Kakade

arxiv:1704.08227 v2 · 2017-04-26 · stat.ML · cs.LG · math.OC · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{57VYFLHYECI5VUEF5WDFF3QZSZ}

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

2 papers in Pith

Perfect Parallelization in Mini-Batch SGD with Classical Momentum Acceleration

SHANG++: Robust Stochastic Acceleration under Multiplicative Noise

Receipt and verification

First computed	2026-05-18T00:09:10.089609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efeb82acf82091dad085ed8652ee199659adccb3d59067d6b525bfcb10a67694

Aliases

arxiv: 1704.08227 · arxiv_version: 1704.08227v2 · doi: 10.48550/arxiv.1704.08227 · pith_short_12: 57VYFLHYECI5 · pith_short_16: 57VYFLHYECI5VUEF · pith_short_8: 57VYFLHY

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/57VYFLHYECI5VUEF5WDFF3QZSZ \
  | 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: efeb82acf82091dad085ed8652ee199659adccb3d59067d6b525bfcb10a67694

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b47f0fcdffaf1fc5ef308bdb30abf2c0e484d28e1dac8f3d6c4f53aa1c1545bb",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-04-26T17:30:27Z",
    "title_canon_sha256": "d5664cc86486d91009b63793d90e2a452221ef1e4c0fc108a969c836c160fc3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.08227",
    "kind": "arxiv",
    "version": 2
  }
}