Pith Number

pith:C2HFGXCX

pith:2024:C2HFGXCX44ASWVRFPMUFUAJ2NK

not attested not anchored not stored refs pending

Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI

Agustinus Kristiadi, Alexander Immer, Aliaksandr Hubin, Andrew Gordon Wilson, Christopher Nemeth, David Dunson, David R\"ugamer, Jos\'e Miguel Hern\'andez-Lobato, Julyan Arbel, Konstantina Palla, Laurence Aitchison, Maria Skoularidou, Maurizio Filippone, Max Welling, Michael A. Osborne, Mohammad Emtiyaz Khan, Philipp Hennig, Ruqi Zhang, Stephan Mandt, Theodore Papamarkou, Theofanis Karaletsos, Tim G. J. Rudner, Vincent Fortuin, Yee Whye Teh, Yingzhen Li

arxiv:2402.00809 v5 · 2024-02-01 · 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{C2HFGXCX44ASWVRFPMUFUAJ2NK}

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

3 papers in Pith

Scalable Bayesian Spatial Mixture Modelling for Remote Sensing Image Segmentation

Uncertainty in Physics and AI: Taxonomy, Quantification, and Validation

Monte Carlo Stochastic Depth for Uncertainty Estimation in Deep Learning

Receipt and verification

First computed	2026-07-05T08:52:28.920846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

168e535c57e7012b56257b285a013a6aa526d9ab682336fefbfd8087bea53c3f

Aliases

arxiv: 2402.00809 · arxiv_version: 2402.00809v5 · doi: 10.48550/arxiv.2402.00809 · pith_short_12: C2HFGXCX44AS · pith_short_16: C2HFGXCX44ASWVRF · pith_short_8: C2HFGXCX

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/C2HFGXCX44ASWVRFPMUFUAJ2NK \
  | 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: 168e535c57e7012b56257b285a013a6aa526d9ab682336fefbfd8087bea53c3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df220b3fd6e48e96e65a09fffd7d754b397a70200dd1a300bd42fe2f01ebcdbd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-01T17:45:26Z",
    "title_canon_sha256": "39674c2e6a04f100c20a50cd0876112820a606f2cb2f12d5a3256b124a961012"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00809",
    "kind": "arxiv",
    "version": 5
  }
}