Pith Number

pith:5WVWP35D

pith:2023:5WVWP35DYUJ6IIL67OU6TNLXSA

not attested not anchored not stored refs pending

Convergence Analysis of Stochastic Gradient Descent with MCMC Estimators

Fan Chen, Huajie Chen, Tianyou Li, Zaiwen Wen

arxiv:2303.10599 v2 · 2023-03-19 · stat.ML · 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{5WVWP35DYUJ6IIL67OU6TNLXSA}

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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

Is Variational Monte Carlo Robust? Sharp Moment Thresholds and Heavy-tailed Stochastic Optimization

Momentum Stability and Adaptive Control in Stochastic Reconfiguration

Receipt and verification

First computed	2026-07-05T07:59:49.579157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edab67efa3c513e4217efba9e9b57790022d562aa80a76c68cb4d5d407d8621b

Aliases

arxiv: 2303.10599 · arxiv_version: 2303.10599v2 · doi: 10.48550/arxiv.2303.10599 · pith_short_12: 5WVWP35DYUJ6 · pith_short_16: 5WVWP35DYUJ6IIL6 · pith_short_8: 5WVWP35D

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/5WVWP35DYUJ6IIL67OU6TNLXSA \
  | 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: edab67efa3c513e4217efba9e9b57790022d562aa80a76c68cb4d5d407d8621b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e63afcb1fb2784f0ff15089047a89a9ef6a5baf6d874a098a2c3cebba452648b",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-03-19T08:29:49Z",
    "title_canon_sha256": "b3c679a2505f8a2a1b1ab2e34f8eab010f2e1e5c9ad6fe2d9e54ebc609313af6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.10599",
    "kind": "arxiv",
    "version": 2
  }
}