Pith Number

pith:BJYTCJ7V

pith:2021:BJYTCJ7VBK2NW66IBZ5MLW56A3

not attested not anchored not stored refs pending

What Are Bayesian Neural Network Posteriors Really Like?

Andrew Gordon Wilson, Matthew D. Hoffman, Pavel Izmailov, Sharad Vikram

arxiv:2104.14421 v1 · 2021-04-29 · 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{BJYTCJ7VBK2NW66IBZ5MLW56A3}

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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

Piecewise Deterministic Markov Processes for Bayesian Neural Networks

Receipt and verification

First computed	2026-07-05T02:36:16.533127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a713127f50ab4db7bc80e7ac5dbbe06d2e005d394d088738e7de9a40c1be540

Aliases

arxiv: 2104.14421 · arxiv_version: 2104.14421v1 · doi: 10.48550/arxiv.2104.14421 · pith_short_12: BJYTCJ7VBK2N · pith_short_16: BJYTCJ7VBK2NW66I · pith_short_8: BJYTCJ7V

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/BJYTCJ7VBK2NW66IBZ5MLW56A3 \
  | 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: 0a713127f50ab4db7bc80e7ac5dbbe06d2e005d394d088738e7de9a40c1be540

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12107a9f226f6807ecf94d59471be469f8c48ebdc88db897a220361db237db8e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-29T15:38:46Z",
    "title_canon_sha256": "0446748899d08f165c4059836c64fbd80ceada1b532e006e87a6b430608bf48c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.14421",
    "kind": "arxiv",
    "version": 1
  }
}