Pith Number

pith:OIIBZ4K7

pith:2023:OIIBZ4K7QFWY4RANAP6E2FQMFG

not attested not anchored not stored refs pending

Sampling, Diffusions, and Stochastic Localization

Andrea Montanari

arxiv:2305.10690 v2 · 2023-05-18 · 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{OIIBZ4K7QFWY4RANAP6E2FQMFG}

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

9 papers in Pith

Weak Poincar\'e Inequalities via Approximate Stochastic Localization: Application to Sampling the Sherrington-Kirkpatrick Model

A Mathematical Introduction to Diffusion Models

On McDiarmid's Inequality under Dependence via Approximate Tensorization of Entropy

Discrete Stochastic Localization for Non-autoregressive Generation

Potential Hessian Ascent III: Sampling the Sherrington--Kirkpatrick Model at Beta < 1/2

Receipt and verification

First computed	2026-07-05T12:03:20.960065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72101cf15f816d8e440d03fc4d160c29b623059aa147733a4c81ab30bd643224

Aliases

arxiv: 2305.10690 · arxiv_version: 2305.10690v2 · doi: 10.48550/arxiv.2305.10690 · pith_short_12: OIIBZ4K7QFWY · pith_short_16: OIIBZ4K7QFWY4RAN · pith_short_8: OIIBZ4K7

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/OIIBZ4K7QFWY4RANAP6E2FQMFG \
  | 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: 72101cf15f816d8e440d03fc4d160c29b623059aa147733a4c81ab30bd643224

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b92dd3a9d2ddb2c94fc276917d0f44a4e49d58a3bd429b751df4ef2eb9bff1d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-18T04:01:40Z",
    "title_canon_sha256": "d00cebd63bfde9699144989b7ac84f2298a95b100616e10b7a03c3096fd56cba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10690",
    "kind": "arxiv",
    "version": 2
  }
}