Pith Number

pith:7M2RUUYN

pith:2019:7M2RUUYNWY5VXYDA4QNZBRZRZC

not attested not anchored not stored refs pending

Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference

Karl-Philipp Kortmann, Max-Heinrich Laves, Sontje Ihler, Tobias Ortmaier

arxiv:1909.13550 v3 · 2019-09-30 · 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{7M2RUUYNWY5VXYDA4QNZBRZRZC}

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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

A Cubing Strategy for Identifying Stable Hyperparameter Regions for Uncertainty Quantification in Spatial Deep Learning

Receipt and verification

First computed	2026-07-05T00:20:01.944238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb351a530db63b5be060e41b90c731c8a9faf996f646f9c6e6cf580cbcd378ee

Aliases

arxiv: 1909.13550 · arxiv_version: 1909.13550v3 · doi: 10.48550/arxiv.1909.13550 · pith_short_12: 7M2RUUYNWY5V · pith_short_16: 7M2RUUYNWY5VXYDA · pith_short_8: 7M2RUUYN

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/7M2RUUYNWY5VXYDA4QNZBRZRZC \
  | 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: fb351a530db63b5be060e41b90c731c8a9faf996f646f9c6e6cf580cbcd378ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f06069ec585f0d471bc43b0918266dae4ba6eb10f962b554e8948577bbf9ca2b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-30T09:29:44Z",
    "title_canon_sha256": "d22127658f382f249ec4f2969c90f192ae474d60fd2b1e1a100675c606aae491"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.13550",
    "kind": "arxiv",
    "version": 3
  }
}