Pith Number

pith:HOOQFRB5

pith:2017:HOOQFRB5UKY6MOURK5BGSEDR2I

not attested not anchored not stored refs pending

Stochastic Particle Gradient Descent for Infinite Ensembles

Atsushi Nitanda, Taiji Suzuki

arxiv:1712.05438 v1 · 2017-12-14 · 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{HOOQFRB5UKY6MOURK5BGSEDR2I}

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

On the global convergence of gradient descent for wide shallow models with bounded nonlinearities

Receipt and verification

First computed	2026-05-18T00:27:56.474006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b9d02c43da2b1e63a915742691071d21120c3b5d2e028fe2231e072155b2882

Aliases

arxiv: 1712.05438 · arxiv_version: 1712.05438v1 · doi: 10.48550/arxiv.1712.05438 · pith_short_12: HOOQFRB5UKY6 · pith_short_16: HOOQFRB5UKY6MOUR · pith_short_8: HOOQFRB5

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/HOOQFRB5UKY6MOURK5BGSEDR2I \
  | 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: 3b9d02c43da2b1e63a915742691071d21120c3b5d2e028fe2231e072155b2882

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49530394924ed263e3a32305dba01e0b420524f88174de95c67cc6feea8235f9",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-12-14T20:12:02Z",
    "title_canon_sha256": "0be7bd457d032a18e77563619a5b69e99ecb07056b96f4a35752f87ccec09680"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.05438",
    "kind": "arxiv",
    "version": 1
  }
}