Pith Number

pith:JUPRYIUF

pith:2020:JUPRYIUFL34FXVXPBTRWGYUULG

not attested not anchored not stored refs pending

Bayesian Deep Learning and a Probabilistic Perspective of Generalization

Andrew Gordon Wilson, Pavel Izmailov

arxiv:2002.08791 v4 · 2020-02-20 · 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{JUPRYIUFL34FXVXPBTRWGYUULG}

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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

4 papers in Pith

Geo-Strat-RL: Learning Geological Event Reasoning from Verifiable Tasks

Continuous-Time Probabilistic Correctors for Uncertainty-Aware Physics-Based Spacecraft Trajectory Forecasting

Chem-GMNet: A Sphere-Native Geometric Transformer for Molecular Property Prediction

Estimating Implicit Regularization in Deep Learning

Receipt and verification

First computed	2026-07-05T04:09:54.263085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d1f1c22855ef85bd6ef0ce363629459ac0ca5265efcd373947e0830283f3b89

Aliases

arxiv: 2002.08791 · arxiv_version: 2002.08791v4 · doi: 10.48550/arxiv.2002.08791 · pith_short_12: JUPRYIUFL34F · pith_short_16: JUPRYIUFL34FXVXP · pith_short_8: JUPRYIUF

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/JUPRYIUFL34FXVXPBTRWGYUULG \
  | 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: 4d1f1c22855ef85bd6ef0ce363629459ac0ca5265efcd373947e0830283f3b89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c58f7154f69176498df31f3ef18564176146616f905cf1afa324a1a04f5f519",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-20T15:13:27Z",
    "title_canon_sha256": "de0c30862c39b5795637d1f3f91fddc007f750c216b225307c7b1b6b5f045584"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.08791",
    "kind": "arxiv",
    "version": 4
  }
}