Pith Number

pith:PYXUHHXS

pith:2017:PYXUHHXS6XKLTZGVEUSNCC27OA

not attested not anchored not stored refs pending

Multiplicative Normalizing Flows for Variational Bayesian Neural Networks

Christos Louizos, Max Welling

arxiv:1703.01961 v2 · 2017-03-06 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{PYXUHHXS6XKLTZGVEUSNCC27OA}

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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

Quality of Uncertainty Quantification for Bayesian Neural Network Inference

Receipt and verification

First computed	2026-05-18T00:42:29.448640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e2f439ef2f5d4b9e4d52524d10b5f700d96a86b105e8c4473513052e54a6d3c

Aliases

arxiv: 1703.01961 · arxiv_version: 1703.01961v2 · doi: 10.48550/arxiv.1703.01961 · pith_short_12: PYXUHHXS6XKL · pith_short_16: PYXUHHXS6XKLTZGV · pith_short_8: PYXUHHXS

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/PYXUHHXS6XKLTZGVEUSNCC27OA \
  | 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: 7e2f439ef2f5d4b9e4d52524d10b5f700d96a86b105e8c4473513052e54a6d3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d863a30c801349ce54abba79ad0b4016ff1db66a79078e28d42144616ace97b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-03-06T16:39:16Z",
    "title_canon_sha256": "8bf22921e72bbebc3b7dcd9324326991ee01135dd896fa76b214ca4850fbd626"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.01961",
    "kind": "arxiv",
    "version": 2
  }
}