Pith Number

pith:NPCD6RLX

pith:2023:NPCD6RLXU4PRY3XUSMH5ICWPQS

not attested not anchored not stored refs pending

Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification

Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot, Nicolas Vayatis

arxiv:2304.04042 v1 · 2023-04-08 · 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{NPCD6RLXU4PRY3XUSMH5ICWPQS}

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

Hierarchical Mixture-of-Experts with Two-Stage Optimization

Receipt and verification

First computed	2026-07-05T05:59:10.503014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bc43f4577a71f1c6ef4930fd40acf84a86d6282624b006454da6033027fe5d2

Aliases

arxiv: 2304.04042 · arxiv_version: 2304.04042v1 · doi: 10.48550/arxiv.2304.04042 · pith_short_12: NPCD6RLXU4PR · pith_short_16: NPCD6RLXU4PRY3XU · pith_short_8: NPCD6RLX

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/NPCD6RLXU4PRY3XUSMH5ICWPQS \
  | 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: 6bc43f4577a71f1c6ef4930fd40acf84a86d6282624b006454da6033027fe5d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4247c84b77d70e8d6a37196b3512d9cb0691028017a29db74f7afe0f95b6c518",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-08T15:25:12Z",
    "title_canon_sha256": "2dab1cf0babc5da5df016ea69bbdc959a5441039cd464a4e2b924f5d243624d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.04042",
    "kind": "arxiv",
    "version": 1
  }
}