Pith Number

pith:LBGUHF2M

pith:2025:LBGUHF2M2TAYODTX7PTF2WD5N4

not attested not anchored not stored refs pending

Regime-Switching Langevin Monte Carlo Algorithms

Lingjiong Zhu, Xiaoyu Wang, Yingli Wang

arxiv:2509.00941 v1 · 2025-08-31 · stat.CO · cs.LG · math.PR · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBGUHF2M2TAYODTX7PTF2WD5N4}

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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

Variance Reduction for Stochastic Gradient Generalized Non-reversible Langevin Monte Carlo Algorithms

Receipt and verification

First computed	2026-07-05T12:02:25.094910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

584d43974cd4c1870e77fbe65d587d6f2bd71e42e2e9db1407becf5717d2855c

Aliases

arxiv: 2509.00941 · arxiv_version: 2509.00941v1 · doi: 10.48550/arxiv.2509.00941 · pith_short_12: LBGUHF2M2TAY · pith_short_16: LBGUHF2M2TAYODTX · pith_short_8: LBGUHF2M

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/LBGUHF2M2TAYODTX7PTF2WD5N4 \
  | 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: 584d43974cd4c1870e77fbe65d587d6f2bd71e42e2e9db1407becf5717d2855c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e259a54e4c1a3c27da175a34d6abd25d19fa83207342ed65919311f7ec365cf2",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2025-08-31T17:18:41Z",
    "title_canon_sha256": "8f35873c9ad675312fafddc4032f41d66fc98e6afdc5e3544c2ca2965ce7b003"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00941",
    "kind": "arxiv",
    "version": 1
  }
}