Pith Number

pith:E74MJ2XF

pith:2024:E74MJ2XF3DPP6D67Y2AEELRHKB

not attested not anchored not stored refs pending

Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits

Antonio Vergari, Cassio de Campos, Erik Quaeghebeur, Gennaro Gala

arxiv:2406.06494 v2 · 2024-06-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E74MJ2XF3DPP6D67Y2AEELRHKB}

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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

On Faster Marginalization with Squared Circuits via Orthonormalization

Receipt and verification

First computed	2026-07-05T10:09:44.528930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27f8c4eae5d8deff0fdfc680422e27504159eb4415a1191133e751cd5160a418

Aliases

arxiv: 2406.06494 · arxiv_version: 2406.06494v2 · doi: 10.48550/arxiv.2406.06494 · pith_short_12: E74MJ2XF3DPP · pith_short_16: E74MJ2XF3DPP6D67 · pith_short_8: E74MJ2XF

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/E74MJ2XF3DPP6D67Y2AEELRHKB \
  | 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: 27f8c4eae5d8deff0fdfc680422e27504159eb4415a1191133e751cd5160a418

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2194bea6beee365b421abb19f5409910dbf051c732617450c80770b212437c99",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-10T17:30:17Z",
    "title_canon_sha256": "b97716819aac809a9fa148cd475bca5922c5cdd1af330bd2abd4843103c8bb54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06494",
    "kind": "arxiv",
    "version": 2
  }
}