Pith Number

pith:6POJWAFY

pith:2018:6POJWAFYBLUMVSS5CS2CLI7FRW

not attested not anchored not stored refs pending

Accelerating Stochastic Gradient Descent Using Antithetic Sampling

Jingchang Liu, Linli Xu

arxiv:1810.03124 v1 · 2018-10-07 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6POJWAFYBLUMVSS5CS2CLI7FRW}

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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

✓ 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

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	2026-05-18T00:03:54.446086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3dc9b00b80ae8caca5d14b425a3e58d8429ffa330b853d06e362c32008cd5aa

Aliases

arxiv: 1810.03124 · arxiv_version: 1810.03124v1 · doi: 10.48550/arxiv.1810.03124 · pith_short_12: 6POJWAFYBLUM · pith_short_16: 6POJWAFYBLUMVSS5 · pith_short_8: 6POJWAFY

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/6POJWAFYBLUMVSS5CS2CLI7FRW \
  | 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: f3dc9b00b80ae8caca5d14b425a3e58d8429ffa330b853d06e362c32008cd5aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4417ff06c1b78b98d3965cc0ec0559e8098422494972b916f9d8f6fd3d00b211",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-07T11:42:10Z",
    "title_canon_sha256": "7f4eee05d4368f607118f4bfe08957b451eb8713a8930ce72d2a9b97a13fe7f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.03124",
    "kind": "arxiv",
    "version": 1
  }
}