Pith Number

pith:HIBU365A

pith:2024:HIBU365AW5OETKWW2ZSDIX75LJ

not attested not anchored not stored refs pending

Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics

Adrien Vacher, Anna Korba, Austin Stromme, Omar Chehab

arxiv:2410.09697 v2 · 2024-10-13 · stat.ML · cs.LG · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HIBU365AW5OETKWW2ZSDIX75LJ}

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

Time-Inhomogeneous Preconditioned Langevin Dynamics

Receipt and verification

First computed	2026-07-05T10:45:56.277336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a034dfba0b75c49aad6d664345ffd5a5415100044930e1037704de5ba01561a

Aliases

arxiv: 2410.09697 · arxiv_version: 2410.09697v2 · doi: 10.48550/arxiv.2410.09697 · pith_short_12: HIBU365AW5OE · pith_short_16: HIBU365AW5OETKWW · pith_short_8: HIBU365A

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/HIBU365AW5OETKWW2ZSDIX75LJ \
  | 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: 3a034dfba0b75c49aad6d664345ffd5a5415100044930e1037704de5ba01561a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c586e050882fed2aa118e630838005500dff143d7c8476c1714b599b8fc282a9",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-13T02:24:31Z",
    "title_canon_sha256": "24052112435f120acf10f71a16f5aac916d03db40e55c1506beb4245d94c9895"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09697",
    "kind": "arxiv",
    "version": 2
  }
}