Pith Number

pith:R356H7ES

pith:2022:R356H7ESQM2VXWYYCLZAGTQVVJ

not attested not anchored not stored refs pending

Compositional Score Modeling for Simulation-based Inference

Andriy Mnih, George Papamakarios, Tomas Geffner

arxiv:2209.14249 v3 · 2022-09-28 · 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{R356H7ESQM2VXWYYCLZAGTQVVJ}

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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

A Review of Diffusion-based Simulation-Based Inference: Foundations and Applications in Non-Ideal Data Scenarios

Receipt and verification

First computed	2026-07-05T06:28:56.119233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8efbe3fc9283355bdb1812f2034e15aa624a2c0acd8bd417d62e3d4cb7fb64a2

Aliases

arxiv: 2209.14249 · arxiv_version: 2209.14249v3 · doi: 10.48550/arxiv.2209.14249 · pith_short_12: R356H7ESQM2V · pith_short_16: R356H7ESQM2VXWYY · pith_short_8: R356H7ES

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/R356H7ESQM2VXWYYCLZAGTQVVJ \
  | 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: 8efbe3fc9283355bdb1812f2034e15aa624a2c0acd8bd417d62e3d4cb7fb64a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71bc1f8759c9b4d1db080bfc4fe30f01bf524561c3980864d5d6505047d41271",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-28T17:08:31Z",
    "title_canon_sha256": "724a39a3c37a482e91f7368aa8c24db42596c42371a315a2cf02180522953ec6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.14249",
    "kind": "arxiv",
    "version": 3
  }
}