Pith Number

pith:Y6JEM3HT

pith:2024:Y6JEM3HTCUGCRBWOARDVOIZJB3

not attested not anchored not stored refs pending

Fast Variational Inference of Latent Space Models for Dynamic Networks Using Bayesian P-Splines

Joshua Daniel Loyal

arxiv:2401.09715 v1 · 2024-01-18 · stat.ME · stat.CO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y6JEM3HTCUGCRBWOARDVOIZJB3}

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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

SANVI: A Fast Spectral-Assisted Network Variational Inference Method with an Extended Surrogate Likelihood Function

Receipt and verification

First computed	2026-07-05T07:35:01.194358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c792466cf3150c2886ce04475723290efae8020a045f9363e2970367b5249556

Aliases

arxiv: 2401.09715 · arxiv_version: 2401.09715v1 · doi: 10.48550/arxiv.2401.09715 · pith_short_12: Y6JEM3HTCUGC · pith_short_16: Y6JEM3HTCUGCRBWO · pith_short_8: Y6JEM3HT

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/Y6JEM3HTCUGCRBWOARDVOIZJB3 \
  | 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: c792466cf3150c2886ce04475723290efae8020a045f9363e2970367b5249556

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd837aa20f22195fa3a531d308f9c8a6ed07f10f6a9df138301ba9f82248dc5d",
    "cross_cats_sorted": [
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-01-18T04:21:13Z",
    "title_canon_sha256": "68a447a07e06a04b075947ad82f966cbbc75804b2022365d1dd20977add4b429"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.09715",
    "kind": "arxiv",
    "version": 1
  }
}