Pith Number

pith:ZAV5VWCO

pith:2023:ZAV5VWCOLASBMJE72TNAITMIFG

not attested not anchored not stored refs pending

Federated Variational Inference Methods for Structured Latent Variable Models

Conor Hassan, Kerrie Mengersen, Robert Salomone

arxiv:2302.03314 v2 · 2023-02-07 · stat.ML · cs.LG · stat.CO · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZAV5VWCOLASBMJE72TNAITMIFG}

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

Imputation of Longitudinal Data Using GANs: Challenges and Implications for Classification

Receipt and verification

First computed	2026-07-05T06:28:33.801532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c82bdad84e582416249fd4da044d882987dee100332d4f97da00a09f6490eff5

Aliases

arxiv: 2302.03314 · arxiv_version: 2302.03314v2 · doi: 10.48550/arxiv.2302.03314 · pith_short_12: ZAV5VWCOLASB · pith_short_16: ZAV5VWCOLASBMJE7 · pith_short_8: ZAV5VWCO

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/ZAV5VWCOLASBMJE72TNAITMIFG \
  | 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: c82bdad84e582416249fd4da044d882987dee100332d4f97da00a09f6490eff5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7b02c9736775b48f5e946b266e6916aae77685f06ed6bdcd46599146fc329a7",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-07T08:35:04Z",
    "title_canon_sha256": "44b94d2d89bee302c5dd1312e81096fe467c10b85652f574ff2c8636a58ad40b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03314",
    "kind": "arxiv",
    "version": 2
  }
}