Pith Number

pith:4NODSCEF

pith:2014:4NODSCEFTVHHRZBW4GPTTPKQMR

not attested not anchored not stored refs pending

Accelerating Minibatch Stochastic Gradient Descent using Stratified Sampling

Peilin Zhao, Tong Zhang

arxiv:1405.3080 v1 · 2014-05-13 · stat.ML · cs.LG · 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{4NODSCEFTVHHRZBW4GPTTPKQMR}

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

3 papers in Pith

Submodular Batch Selection for Training Deep Neural Networks

Variance Matters: Improving Domain Adaptation via Stratified Sampling

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

Receipt and verification

First computed	2026-05-18T02:51:57.813816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e35c3908859d4e78e436e19f39bd506461d0174bd76047d779e894f3fc02e4d8

Aliases

arxiv: 1405.3080 · arxiv_version: 1405.3080v1 · doi: 10.48550/arxiv.1405.3080 · pith_short_12: 4NODSCEFTVHH · pith_short_16: 4NODSCEFTVHHRZBW · pith_short_8: 4NODSCEF

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/4NODSCEFTVHHRZBW4GPTTPKQMR \
  | 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: e35c3908859d4e78e436e19f39bd506461d0174bd76047d779e894f3fc02e4d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6481d35f05d1ab27134c65928d922ac7e206ac23b319799d6b15221ee26c69de",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-05-13T09:45:49Z",
    "title_canon_sha256": "be9acab3d318596ed8d431707ed18e44aec1b33351b10a45bdff1e67c9516ae5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1405.3080",
    "kind": "arxiv",
    "version": 1
  }
}