Pith Number

pith:WQ4POWWK

pith:2019:WQ4POWWKDFAVZAVULTN62JKU3F

not attested not anchored not stored refs pending

Variational Bayes: A report on approaches and applications

Chandra Prakash Konkimalla, Manikanta Srikar Yellapragada

arxiv:1905.10744 v1 · 2019-05-26 · 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{WQ4POWWKDFAVZAVULTN62JKU3F}

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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

Semantic Variational Bayes Based on Semantic Information G Theory for Solving Latent Variables

Receipt and verification

First computed	2026-05-17T23:45:05.388644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b438f75aca19415c82b45cdbed2554d9605129da7de565700177e11c6dc6dd55

Aliases

arxiv: 1905.10744 · arxiv_version: 1905.10744v1 · doi: 10.48550/arxiv.1905.10744 · pith_short_12: WQ4POWWKDFAV · pith_short_16: WQ4POWWKDFAVZAVU · pith_short_8: WQ4POWWK

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/WQ4POWWKDFAVZAVULTN62JKU3F \
  | 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: b438f75aca19415c82b45cdbed2554d9605129da7de565700177e11c6dc6dd55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f393ea0b1cd35aa5126d3e493baef062aa007fde3233c1bfdb4cbc794c2917cc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-26T06:20:31Z",
    "title_canon_sha256": "edfb6ddb4ef660e3f34cb600f2b43bfca666c6b96e8444e8acd2aadd335d4662"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10744",
    "kind": "arxiv",
    "version": 1
  }
}