Pith Number

pith:H7JGZD46

pith:2019:H7JGZD46HR4VGTEJ25ZZ2GSFSX

not attested not anchored not stored refs pending

Accelerating Minibatch Stochastic Gradient Descent using Typicality Sampling

Fei-Yue Wang, Li Li, Xinyu Peng

arxiv:1903.04192 v1 · 2019-03-11 · cs.LG · math.OC · stat.ML

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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

Cited by

1 paper in Pith

Convergence of Riemannian Stochastic Gradient Descents: Varying Batch Sizes And Nonstandard Batch Forming

Receipt and verification

First computed	2026-05-17T23:51:36.262606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fd26c8f9e3c79534c89d7739d1a4595f020f84c6bfd522c1533dd875bc929b1

Aliases

arxiv: 1903.04192 · arxiv_version: 1903.04192v1 · doi: 10.48550/arxiv.1903.04192

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/H7JGZD46HR4VGTEJ25ZZ2GSFSX \
  | 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: 3fd26c8f9e3c79534c89d7739d1a4595f020f84c6bfd522c1533dd875bc929b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e4372b7c8bf7d6146f187fefd77652a54a081606fa139ab58f77ff54a766bca",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-11T09:57:18Z",
    "title_canon_sha256": "c97835833da678d2d280f6d1de58c1a6e170139d9109b767886dbd9f600e436d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.04192",
    "kind": "arxiv",
    "version": 1
  }
}