Pith Number

pith:Q3AVHFUU

pith:2024:Q3AVHFUU3TERWBTUPFFDA52AOF

not attested not anchored not stored refs pending

Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification

David Moens, Fabio Cuzzolin, Hans Hallez, Kaizheng Wang, Keivan Shariatmadar

arxiv:2405.15047 v2 · 2024-05-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q3AVHFUU3TERWBTUPFFDA52AOF}

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

Random-Set Graph Neural Networks

Receipt and verification

First computed	2026-07-05T11:00:37.292999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86c1539694dcc91b0674794a3077407157f61f235fb1c23a98f3d577ab723b95

Aliases

arxiv: 2405.15047 · arxiv_version: 2405.15047v2 · doi: 10.48550/arxiv.2405.15047 · pith_short_12: Q3AVHFUU3TER · pith_short_16: Q3AVHFUU3TERWBTU · pith_short_8: Q3AVHFUU

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/Q3AVHFUU3TERWBTUPFFDA52AOF \
  | 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: 86c1539694dcc91b0674794a3077407157f61f235fb1c23a98f3d577ab723b95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff9a0ebe3c201c70c22db90adfdd48858e92210db509915f024419de10249969",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-23T20:51:22Z",
    "title_canon_sha256": "66ee9f34f02e120b590466f163aea288c01f78c786b8f6842bdb319e357cb4f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15047",
    "kind": "arxiv",
    "version": 2
  }
}