Pith Number

pith:4GDM3UQO

pith:2023:4GDM3UQORYPRLGEGNXB4VMKYIC

not attested not anchored not stored refs pending

Stochastic Gradient Descent outperforms Gradient Descent in recovering a high-dimensional signal in a glassy energy landscape

Persia Jana Kamali, Pierfrancesco Urbani

arxiv:2309.04788 v2 · 2023-09-09 · cs.LG · cond-mat.dis-nn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4GDM3UQORYPRLGEGNXB4VMKYIC}

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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

Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods

Receipt and verification

First computed	2026-07-05T07:24:53.584955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e186cdd20e8e1f1598866dc3cab15840aece897b9ad2345db3d012c84d215c39

Aliases

arxiv: 2309.04788 · arxiv_version: 2309.04788v2 · doi: 10.48550/arxiv.2309.04788 · pith_short_12: 4GDM3UQORYPR · pith_short_16: 4GDM3UQORYPRLGEG · pith_short_8: 4GDM3UQO

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/4GDM3UQORYPRLGEGNXB4VMKYIC \
  | 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: e186cdd20e8e1f1598866dc3cab15840aece897b9ad2345db3d012c84d215c39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f3f4e073cd99601e527e5fe37eb5ad0154f030168b1788d98efe348d61412dd",
    "cross_cats_sorted": [
      "cond-mat.dis-nn"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-09T13:29:17Z",
    "title_canon_sha256": "f5306487226fd1dd22ff9684aa344f2e2317f8e5b2c93f34437f63978b6e39e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.04788",
    "kind": "arxiv",
    "version": 2
  }
}