Pith Number

pith:JOKRPEB6

pith:2020:JOKRPEB65BCOXVUA7EX4QLGXDF

not attested not anchored not stored refs pending

How Good is the Bayes Posterior in Deep Neural Networks Really?

Bastiaan S. Veeling, Florian Wenzel, Jakub \'Swi\k{a}tkowski, Jasper Snoek, Kevin Roth, Linh Tran, Rodolphe Jenatton, Sebastian Nowozin, Stephan Mandt, Tim Salimans

arxiv:2002.02405 v2 · 2020-02-06 · stat.ML · cs.LG · stat.CO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JOKRPEB65BCOXVUA7EX4QLGXDF}

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.

Cited by

4 papers in Pith

Efficient Bayesian Deep Ensembles via Analytic Predictive Inference

Gaussian Mean Field Variational Inference can Overestimate Predictive Variance

Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval

Replica Theory of Spherical Boltzmann Machine Ensembles

Receipt and verification

First computed	2026-07-05T01:15:56.905934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b9517903ee844ebd680f92fc82cd719681353f51fbf3d6b7029f9e390939209

Aliases

arxiv: 2002.02405 · arxiv_version: 2002.02405v2 · doi: 10.48550/arxiv.2002.02405 · pith_short_12: JOKRPEB65BCO · pith_short_16: JOKRPEB65BCOXVUA · pith_short_8: JOKRPEB6

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/JOKRPEB65BCOXVUA7EX4QLGXDF \
  | 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: 4b9517903ee844ebd680f92fc82cd719681353f51fbf3d6b7029f9e390939209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "762e0ee6bd0f1c1f30741b4deb80a83e59a32c344d6aa94029ba00c2dab79743",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-02-06T17:38:48Z",
    "title_canon_sha256": "f43a1d0fadafb30d091fa2439e45268e1a2507458d675a272ab7685a87914f37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.02405",
    "kind": "arxiv",
    "version": 2
  }
}