Pith Number

pith:WRTCIVJJ

pith:2023:WRTCIVJJIY4CLB2ZZBIZDF4K3V

not attested not anchored not stored refs pending

Quantification of Uncertainty with Adversarial Models

G\"unter Klambauer, Kajetan Schweighofer, Lukas Aichberger, Mykyta Ielanskyi, Sepp Hochreiter

arxiv:2307.03217 v2 · 2023-07-06 · 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{WRTCIVJJIY4CLB2ZZBIZDF4K3V}

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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 Unified Risk View of Uncertainty: Posterior Risk for Disentanglement and Evaluation Beyond Proxies

Receipt and verification

First computed	2026-07-05T07:04:17.716408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4662455294638258759c85191978add4e5c586dc839ae824778200eb4e862c3

Aliases

arxiv: 2307.03217 · arxiv_version: 2307.03217v2 · doi: 10.48550/arxiv.2307.03217 · pith_short_12: WRTCIVJJIY4C · pith_short_16: WRTCIVJJIY4CLB2Z · pith_short_8: WRTCIVJJ

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/WRTCIVJJIY4CLB2ZZBIZDF4K3V \
  | 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: b4662455294638258759c85191978add4e5c586dc839ae824778200eb4e862c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c3ecaf44d3eeca4c30aa413be0d0106c4581f6190870160d7b35f978abdf6fd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-06T17:56:10Z",
    "title_canon_sha256": "16b41b0825034e1319cf6b13f4e1496f0999da3af6afc99cc84a21bc39f3fa99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03217",
    "kind": "arxiv",
    "version": 2
  }
}