Pith Number

pith:X655UCT6

pith:2024:X655UCT6HKRBBHDJWYTKM65ZU4

not attested not anchored not stored refs pending

Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling

Molei Tao, Wei Guo, Yongxin Chen

arxiv:2407.16936 v2 · 2024-07-24 · stat.ML · cs.LG · math.ST · stat.CO · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X655UCT6HKRBBHDJWYTKM65ZU4}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Diffusion-Based Posterior Sampling: A Feynman-Kac Analysis of Bias and Stability

Receipt and verification

First computed	2026-07-05T10:15:18.416737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfbbda0a7e3aa2109c69b626a67bb9a73d8512db53497e9824b699463637b547

Aliases

arxiv: 2407.16936 · arxiv_version: 2407.16936v2 · doi: 10.48550/arxiv.2407.16936 · pith_short_12: X655UCT6HKRB · pith_short_16: X655UCT6HKRBBHDJ · pith_short_8: X655UCT6

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/X655UCT6HKRBBHDJWYTKM65ZU4 \
  | 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: bfbbda0a7e3aa2109c69b626a67bb9a73d8512db53497e9824b699463637b547

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1a170232cbff41cafcc2df373d6a2a8affe441855ddfe2d388d8bdb7a4141fa",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.CO",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-07-24T02:15:48Z",
    "title_canon_sha256": "178af6706ae3a4839c848d5ac5bd99ce489046c571717c014f6c159726bffb5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16936",
    "kind": "arxiv",
    "version": 2
  }
}