Pith Number

pith:DPPVBZTN

pith:2025:DPPVBZTNLIWFJAYWI36BIF2DD5

not attested not anchored not stored refs pending

Complexity Analysis of Normalizing Constant Estimation: from Jarzynski Equality to Annealed Importance Sampling and beyond

Molei Tao, Wei Guo, Yongxin Chen

arxiv:2502.04575 v3 · 2025-02-07 · stat.ML · cs.LG · cs.NA · math.NA · physics.comp-ph · stat.CO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DPPVBZTNLIWFJAYWI36BIF2DD5}

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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

1 paper in Pith

Sample-efficient evidence estimation of score based priors for model selection

Receipt and verification

First computed	2026-05-20T01:04:52.008944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bdf50e66d5a2c54831646fc1417431f44fccbc3b06c43978ab53f5017d8717a

Aliases

arxiv: 2502.04575 · arxiv_version: 2502.04575v3 · doi: 10.48550/arxiv.2502.04575 · pith_short_12: DPPVBZTNLIWF · pith_short_16: DPPVBZTNLIWFJAYW · pith_short_8: DPPVBZTN

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/DPPVBZTNLIWFJAYWI36BIF2DD5 \
  | 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: 1bdf50e66d5a2c54831646fc1417431f44fccbc3b06c43978ab53f5017d8717a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74535d266f8515c08705e0f258ccc0a7a43e16fa22386bed09925095c3d364bc",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA",
      "physics.comp-ph",
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-07T00:05:28Z",
    "title_canon_sha256": "9cacca24a0d6664ca7582e5659a7c58889ffa15cc3f1e5ddb12960acfecd94b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04575",
    "kind": "arxiv",
    "version": 3
  }
}