Pith Number

pith:DWMFZA4D

pith:2025:DWMFZA4DZNN3LFFIM4ZWNI5QP4

not attested not anchored not stored refs pending

From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling

Arthur Leclaire, Marien Renaud, Nicolas Papadakis, Valentin De Bortoli

arxiv:2505.14177 v2 · 2025-05-20 · stat.ML · cs.CV · 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{DWMFZA4DZNN3LFFIM4ZWNI5QP4}

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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

Proximal-Based Generative Modeling for Bayesian Inverse Problems

Receipt and verification

First computed	2026-07-05T12:01:45.385932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d985c8383cb5bb594a8673366a3b07f1ae3a5d3f57829a2a7de32a44019d282

Aliases

arxiv: 2505.14177 · arxiv_version: 2505.14177v2 · doi: 10.48550/arxiv.2505.14177 · pith_short_12: DWMFZA4DZNN3 · pith_short_16: DWMFZA4DZNN3LFFI · pith_short_8: DWMFZA4D

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/DWMFZA4DZNN3LFFIM4ZWNI5QP4 \
  | 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: 1d985c8383cb5bb594a8673366a3b07f1ae3a5d3f57829a2a7de32a44019d282

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9aa390082991dca9a1ecdce83c2a1427256c55a4755b5340858cab4343be8576",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-20T10:29:57Z",
    "title_canon_sha256": "374ba0fc7b613ea15ca7d4e49d764bfd43a80ea3136b98965986bea20b043aea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14177",
    "kind": "arxiv",
    "version": 2
  }
}