Pith Number

pith:EZS3PMIO

pith:2019:EZS3PMIOBIND4XK4M4VBAIMYYA

not attested not anchored not stored refs pending

A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks

Aidan N. Gomez, Angelos Filos, Arnoud de Kroon, Lewis Smith, Milad Alizadeh, Sebastian Farquhar, Tim G. J. Rudner, Yarin Gal, Zachary Kenton

arxiv:1912.10481 v1 · 2019-12-22 · stat.ML · cs.LG · eess.IV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZS3PMIOBIND4XK4M4VBAIMYYA}

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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

Efficient Bayesian Deep Ensembles via Analytic Predictive Inference

Receipt and verification

First computed	2026-07-05T00:27:50.362162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2665b7b10e0a1a3e5d5c672a102198c0187aaada6a3a07c234fc46d6bb42f626

Aliases

arxiv: 1912.10481 · arxiv_version: 1912.10481v1 · doi: 10.48550/arxiv.1912.10481 · pith_short_12: EZS3PMIOBIND · pith_short_16: EZS3PMIOBIND4XK4 · pith_short_8: EZS3PMIO

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/EZS3PMIOBIND4XK4M4VBAIMYYA \
  | 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: 2665b7b10e0a1a3e5d5c672a102198c0187aaada6a3a07c234fc46d6bb42f626

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fd9a9cf238bdc9c0fe95f537c1e0647fef8b3979002fde670cca51161eb9e4f",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-12-22T17:17:14Z",
    "title_canon_sha256": "e68f20b48c030d168769aa7708b38f570e7d075860816b549bd9ff453c9c526e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.10481",
    "kind": "arxiv",
    "version": 1
  }
}