Pith Number

pith:O77ALAK7

pith:2021:O77ALAK7L3O4OEP4HSJ3ZL6HB5

not attested not anchored not stored refs pending

AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification

Bethany Lusch, Isabelle Guyon, Krishnan Raghavan, Prasanna Balaprakash, Romain Egele, Romit Maulik

arxiv:2110.13511 v3 · 2021-10-26 · 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{O77ALAK7L3O4OEP4HSJ3ZL6HB5}

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

DeepUQ: Assessing the Aleatoric Uncertainties from two Deep Learning Methods

Receipt and verification

First computed	2026-07-05T04:37:02.721758Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77fe05815f5eddc711fc3c93bcafc70f781e52d70dda2d650a2a824ea692016c

Aliases

arxiv: 2110.13511 · arxiv_version: 2110.13511v3 · doi: 10.48550/arxiv.2110.13511 · pith_short_12: O77ALAK7L3O4 · pith_short_16: O77ALAK7L3O4OEP4 · pith_short_8: O77ALAK7

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/O77ALAK7L3O4OEP4HSJ3ZL6HB5 \
  | 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: 77fe05815f5eddc711fc3c93bcafc70f781e52d70dda2d650a2a824ea692016c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd871be40f2e78e0d45176e163adcd6a43310017d148bbc92aa88a7575cdf6e5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-26T09:12:23Z",
    "title_canon_sha256": "bbea923295f0b2485b0f5636c8a3cd5a36ce382e78f0a4d86cbc88a4efd502b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.13511",
    "kind": "arxiv",
    "version": 3
  }
}