Pith Number

pith:S7Q3UJ3K

pith:2019:S7Q3UJ3KJLQ26JJVILSWVEWZWR

not attested not anchored not stored refs pending

On the Validity of Bayesian Neural Networks for Uncertainty Estimation

Brian Mac Namee, John Mitros

arxiv:1912.01530 v2 · 2019-12-03 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S7Q3UJ3KJLQ26JJVILSWVEWZWR}

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

1 paper in Pith

Don't Collapse Your Features: Why CenterLoss Hurts OOD Detection and Multi-Scale Mahalanobis Wins

Receipt and verification

First computed	2026-07-05T00:28:57.380828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97e1ba276a4ae1af253542e56a92d9b4425b62cb779509f462765b934f6ffc9f

Aliases

arxiv: 1912.01530 · arxiv_version: 1912.01530v2 · doi: 10.48550/arxiv.1912.01530 · pith_short_12: S7Q3UJ3KJLQ2 · pith_short_16: S7Q3UJ3KJLQ26JJV · pith_short_8: S7Q3UJ3K

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/S7Q3UJ3KJLQ26JJVILSWVEWZWR \
  | 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: 97e1ba276a4ae1af253542e56a92d9b4425b62cb779509f462765b934f6ffc9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9deb3bf2a413254158bf75ec17c3ffa813669899252bafc5aaf71d0d0f2c007",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-12-03T17:18:08Z",
    "title_canon_sha256": "8949235c0584be70976e31021a7aab961bf73727d1e072aeaf731803c97122c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.01530",
    "kind": "arxiv",
    "version": 2
  }
}