Pith Number

pith:6EB3PY4F

pith:2024:6EB3PY4FCATQYFSOLS22CBEEAW

not attested not anchored not stored refs pending

Characterizing Dependence of Samples along the Langevin Dynamics and Algorithms via Contraction of $\Phi$-Mutual Information

Andre Wibisono, Jiaming Liang, Siddharth Mitra

arxiv:2402.17067 v3 · 2024-02-26 · math.ST · cs.IT · math.IT · stat.ML · stat.TH

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\usepackage{pith}
\pithnumber{6EB3PY4FCATQYFSOLS22CBEEAW}

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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

Lectures on optimization

Properties and limitations of geometric tempering for gradient flow dynamics

Receipt and verification

First computed	2026-07-05T11:27:48.678968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f103b7e38510270c164e5cb5a10484059d17558721b532ef7c85c961e96fe8e5

Aliases

arxiv: 2402.17067 · arxiv_version: 2402.17067v3 · doi: 10.48550/arxiv.2402.17067 · pith_short_12: 6EB3PY4FCATQ · pith_short_16: 6EB3PY4FCATQYFSO · pith_short_8: 6EB3PY4F

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/6EB3PY4FCATQYFSOLS22CBEEAW \
  | 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: f103b7e38510270c164e5cb5a10484059d17558721b532ef7c85c961e96fe8e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f61b5f17dfe536eeadfbdd0aaa16762b0a35c4c89bc1c609dbf3754511ebb9f8",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2024-02-26T23:05:02Z",
    "title_canon_sha256": "21ad6a3c8cdee97a1118b525546fb930593fb6e03049e97304a9ccc66988c105"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17067",
    "kind": "arxiv",
    "version": 3
  }
}