Pith Number

pith:UAEJ3ARZ

pith:2024:UAEJ3ARZ3AM55YPURM77NSMXPT

not attested not anchored not stored refs pending

Increasing Both Batch Size and Learning Rate Accelerates Stochastic Gradient Descent

Hideaki Iiduka, Hikaru Umeda

arxiv:2409.08770 v4 · 2024-09-13 · 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{UAEJ3ARZ3AM55YPURM77NSMXPT}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T10:14:05.441483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0089d8239d819dee1f48b3ff6c9977cca30bc94baba55f0d3344fa8a348d215

Aliases

arxiv: 2409.08770 · arxiv_version: 2409.08770v4 · doi: 10.48550/arxiv.2409.08770 · pith_short_12: UAEJ3ARZ3AM5 · pith_short_16: UAEJ3ARZ3AM55YPU · pith_short_8: UAEJ3ARZ

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/UAEJ3ARZ3AM55YPURM77NSMXPT \
  | 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: a0089d8239d819dee1f48b3ff6c9977cca30bc94baba55f0d3344fa8a348d215

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4828d6cc03e2945268dff16d864a3bb71c7f00f6ca1494cd9660fe4a8b234bcb",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-13T12:24:12Z",
    "title_canon_sha256": "765b1398369a6a4f0a3310734847eb9d93f40108f307da55e3d6c730fd8ac29b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08770",
    "kind": "arxiv",
    "version": 4
  }
}