Pith Number

pith:5WWT72QC

pith:2017:5WWT72QC6DS3OE7T4HE7WNU3GE

not attested not anchored not stored refs pending

Online Structure Learning for Sum-Product Networks with Gaussian Leaves

Agastya Kalra, Pascal Poupart, Wilson Hsu

arxiv:1701.05265 v1 · 2017-01-19 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5WWT72QC6DS3OE7T4HE7WNU3GE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Hallucination as an Anomaly: Dynamic Intervention via Probabilistic Circuits

Receipt and verification

First computed	2026-05-18T00:52:30.398044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edad3fea02f0e5b713f3e1c9fb369b311221b6bea6142580c8aefbfd695b471d

Aliases

arxiv: 1701.05265 · arxiv_version: 1701.05265v1 · doi: 10.48550/arxiv.1701.05265 · pith_short_12: 5WWT72QC6DS3 · pith_short_16: 5WWT72QC6DS3OE7T · pith_short_8: 5WWT72QC

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/5WWT72QC6DS3OE7T4HE7WNU3GE \
  | 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: edad3fea02f0e5b713f3e1c9fb369b311221b6bea6142580c8aefbfd695b471d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08b19422d061854a526f6bb9f2b96d9f012267a2355bc8b748492b2edbe336d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-01-19T00:42:01Z",
    "title_canon_sha256": "68f7a8ef5cba3d737d21419948b7302c679161b6be0c697595f9c2a2c29291df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1701.05265",
    "kind": "arxiv",
    "version": 1
  }
}