Pith Number

pith:UOHCAF2F

pith:2019:UOHCAF2FB4PL3RM3DEAPDQXV3F

not attested not anchored not stored refs pending

Optimal Mini-Batch Size Selection for Fast Gradient Descent

Anastasios Kyrillidis, Changhoan Kim, Haidar Khan, Jerry Quinn, Michael P. Perrone, Valentina Salapura

arxiv:1911.06459 v1 · 2019-11-15 · cs.LG · cs.DC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UOHCAF2FB4PL3RM3DEAPDQXV3F}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T00:19:23.819287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a38e2017450f1ebdc59b1900f1c2f5d94c0ff589b07b4a83cd29440c3effa63e

Aliases

arxiv: 1911.06459 · arxiv_version: 1911.06459v1 · doi: 10.48550/arxiv.1911.06459 · pith_short_12: UOHCAF2FB4PL · pith_short_16: UOHCAF2FB4PL3RM3 · pith_short_8: UOHCAF2F

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/UOHCAF2FB4PL3RM3DEAPDQXV3F \
  | 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: a38e2017450f1ebdc59b1900f1c2f5d94c0ff589b07b4a83cd29440c3effa63e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03a9b4a1e02eef5f90c6cc24fb8c7ead3dc870c605dca2172a8f6363462a6135",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-15T03:07:27Z",
    "title_canon_sha256": "d618beab9c3ea4b95bf32999df865008b6e37f96d932f7aae2ba76594363c199"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.06459",
    "kind": "arxiv",
    "version": 1
  }
}