Pith Number

pith:33YO6SJ2

pith:2022:33YO6SJ2CA7XS5VD5XEFUZZ53X

not attested not anchored not stored refs pending

Do Bayesian Neural Networks Need To Be Fully Stochastic?

Eric Nalisnick, Mrinank Sharma, Sebastian Farquhar, Tom Rainforth

arxiv:2211.06291 v2 · 2022-11-11 · cs.LG · cs.AI · 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{33YO6SJ2CA7XS5VD5XEFUZZ53X}

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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

Low Rank Based Subspace Inference for the Laplace Approximation of Bayesian Neural Networks

Receipt and verification

First computed	2026-07-05T05:43:17.404890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

def0ef493a103f7976a3edc85a673dddf11c1a4a6817d50a611cddca6f332df8

Aliases

arxiv: 2211.06291 · arxiv_version: 2211.06291v2 · doi: 10.48550/arxiv.2211.06291 · pith_short_12: 33YO6SJ2CA7X · pith_short_16: 33YO6SJ2CA7XS5VD · pith_short_8: 33YO6SJ2

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/33YO6SJ2CA7XS5VD5XEFUZZ53X \
  | 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: def0ef493a103f7976a3edc85a673dddf11c1a4a6817d50a611cddca6f332df8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5aabbffb56c6f0793c26c4555e33cb5a3e1b9d5c30884ae1ed0c2dd27fa1a0f",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-11T16:00:21Z",
    "title_canon_sha256": "599b5fd5585b4e826bba9f82c27ca5eafecebb25eb446e7e2df706571dd9d5d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.06291",
    "kind": "arxiv",
    "version": 2
  }
}