Pith Number

pith:KE2ECEVB

pith:2024:KE2ECEVBOPMFCA42ELM6CXDDM3

not attested not anchored not stored refs pending

Non-asymptotic convergence analysis of the stochastic gradient Hamiltonian Monte Carlo algorithm with discontinuous stochastic gradient with applications to training of ReLU neural networks

Ariel Neufeld, Luxu Liang, Ying Zhang

arxiv:2409.17107 v2 · 2024-09-25 · math.OC · cs.LG · cs.NA · math.NA · math.PR · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KE2ECEVBOPMFCA42ELM6CXDDM3}

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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

When Descent Is Too Stable: Event-Triggered Hamiltonian Learning to Optimize

Receipt and verification

First computed	2026-07-05T11:09:00.720311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51344112a173d851039a22d9e15c6366d659fe6f55e2f0dcce014a1054d2a8c2

Aliases

arxiv: 2409.17107 · arxiv_version: 2409.17107v2 · doi: 10.48550/arxiv.2409.17107 · pith_short_12: KE2ECEVBOPMF · pith_short_16: KE2ECEVBOPMFCA42 · pith_short_8: KE2ECEVB

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/KE2ECEVBOPMFCA42ELM6CXDDM3 \
  | 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: 51344112a173d851039a22d9e15c6366d659fe6f55e2f0dcce014a1054d2a8c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c855b2afcae70bc176a998b395b65ca49d8d020de0a3a3c9ebf2157325f10005",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA",
      "math.PR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-09-25T17:21:09Z",
    "title_canon_sha256": "982712328cf72d0c2ec7414a083ab4485adb01257eda8b191f8a5bee6a5adf0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.17107",
    "kind": "arxiv",
    "version": 2
  }
}