Pith Number

pith:RZZG3EUV

pith:2024:RZZG3EUVBXN2GCW56V5KIDLQ2R

not attested not anchored not stored refs pending

Efficient Mixture Learning in Black-Box Variational Inference

Alexandra Hotti, Jens Lagergren, Oskar Kviman, Ricky Mol\'en, V\'ictor Elvira

arxiv:2406.07083 v1 · 2024-06-11 · 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{RZZG3EUVBXN2GCW56V5KIDLQ2R}

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.

Receipt and verification

First computed	2026-07-05T08:30:18.165775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e726d92950ddba30addf57aa40d70d4573cb1cdb4aeef294c12e234af5c3522

Aliases

arxiv: 2406.07083 · arxiv_version: 2406.07083v1 · doi: 10.48550/arxiv.2406.07083 · pith_short_12: RZZG3EUVBXN2 · pith_short_16: RZZG3EUVBXN2GCW5 · pith_short_8: RZZG3EUV

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/RZZG3EUVBXN2GCW56V5KIDLQ2R \
  | 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: 8e726d92950ddba30addf57aa40d70d4573cb1cdb4aeef294c12e234af5c3522

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dd52db7a328efa3a2b84e723104f71668d42ec42ed809bd8a7d5ad3ca40f010",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-11T09:16:43Z",
    "title_canon_sha256": "5cf7147c5b39ca2a04083a8afaee984e46527f054fe5343cec2d5ce16537fc70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07083",
    "kind": "arxiv",
    "version": 1
  }
}