Pith Number

pith:JCVQECLZ

pith:2019:JCVQECLZRPSBNP6ZYUFMTAJ473

not attested not anchored not stored refs pending

Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices

Andre Wibisono, Santosh S. Vempala

arxiv:1903.08568 v4 · 2019-03-20 · cs.DS · cs.LG · math.PR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JCVQECLZRPSBNP6ZYUFMTAJ473}

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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

2 papers in Pith

A Mathematical Introduction to Diffusion Models

Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Receipt and verification

First computed	2026-07-05T04:01:39.279883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48ab0209798be416bfd9c50ac9813cfef6099a0a94e83554023ec0ab30b4e228

Aliases

arxiv: 1903.08568 · arxiv_version: 1903.08568v4 · doi: 10.48550/arxiv.1903.08568 · pith_short_12: JCVQECLZRPSB · pith_short_16: JCVQECLZRPSBNP6Z · pith_short_8: JCVQECLZ

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/JCVQECLZRPSBNP6ZYUFMTAJ473 \
  | 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: 48ab0209798be416bfd9c50ac9813cfef6099a0a94e83554023ec0ab30b4e228

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bb042b04c451eab14adf6bd37bb86743b51af835b5fc4f7d135acc863d810ba",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2019-03-20T15:49:10Z",
    "title_canon_sha256": "637982f4f07af436619afcfd1c8b98b801d7aaa45acfa317ef309a343018b201"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.08568",
    "kind": "arxiv",
    "version": 4
  }
}