Pith Number

pith:SXISG627

pith:2012:SXISG627VU6JOCUCAOICBFZFNI

not attested not anchored not stored refs pending

Interpretation and Generalization of Score Matching

Siwei Lyu

arxiv:1205.2629 v1 · 2012-05-09 · cs.LG · 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{SXISG627VU6JOCUCAOICBFZFNI}

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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

Diffusion-based Denoising Beats Vanilla Score Matching in Parameter Estimation: A Theoretical Explanation

A Unified View of Score-Based and Drifting Models

Receipt and verification

First computed	2026-05-18T03:55:47.792631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95d1237b5fad3c970a8203902097256a18a476efb3287a31370364e9cf682b00

Aliases

arxiv: 1205.2629 · arxiv_version: 1205.2629v1 · doi: 10.48550/arxiv.1205.2629 · pith_short_12: SXISG627VU6J · pith_short_16: SXISG627VU6JOCUC · pith_short_8: SXISG627

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/SXISG627VU6JOCUCAOICBFZFNI \
  | 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: 95d1237b5fad3c970a8203902097256a18a476efb3287a31370364e9cf682b00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96a83cdb578478adfdc167621a04ccf6bb92c4adf14893e8c6c9d26073e51a18",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-05-09T17:14:10Z",
    "title_canon_sha256": "fecbcb129057abaf104f4fa2905438ada7d77e6f3e91b21ad222fb7c53708270"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1205.2629",
    "kind": "arxiv",
    "version": 1
  }
}