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Pith Number

pith:5CFZBPTN

pith:2023:5CFZBPTNRJFMEHEBG7LZC3CN3Z
not attested not anchored not stored refs pending

Stochastic Nonsmooth Convex Optimization with Heavy-Tailed Noises: High-Probability Bound, In-Expectation Rate and Initial Distance Adaptation

Zhengyuan Zhou, Zijian Liu

arxiv:2303.12277 v3 · 2023-03-22 · math.OC · cs.DS · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{5CFZBPTNRJFMEHEBG7LZC3CN3Z}

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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

5 papers in Pith

New Bounds for the Last Iterate of the Stochastic subGradient Method
Online Distributional Prediction via Latent Cluster Geometry Under Drift and Corruption
Statistical Inference for Stochastic Gradient Descent: Beyond Finite Variance
In-Expectation Convergence of Stochastic Gradient Methods under Heavy-Tailed Noise
DADA: Dual Averaging with Distance Adaptation
Receipt and verification
First computed 2026-07-05T06:12:01.195113Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e88b90be6d8a4ac21c8137d7916c4dde5046004891933821a4ac0b38d204cf10

Aliases

arxiv: 2303.12277 · arxiv_version: 2303.12277v3 · doi: 10.48550/arxiv.2303.12277 · pith_short_12: 5CFZBPTNRJFM · pith_short_16: 5CFZBPTNRJFMEHEB · pith_short_8: 5CFZBPTN
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/5CFZBPTNRJFMEHEBG7LZC3CN3Z \
  | 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: e88b90be6d8a4ac21c8137d7916c4dde5046004891933821a4ac0b38d204cf10
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "696dac76a8346944e52220b1e62fa5b5c135bf39b018015a0981129494f3877c",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-03-22T03:05:28Z",
    "title_canon_sha256": "aaeb3343d8d24521c10975a6a1e62ea6c792a2fa0a14483626c91f17ad75b671"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.12277",
    "kind": "arxiv",
    "version": 3
  }
}