Pith Number

pith:S4VWVEQL

pith:2024:S4VWVEQL3IMUUFCPFVS62E6QMK

not attested not anchored not stored refs pending

REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability

Kristoffer K. Wickstr{\o}m, Michael C. Kampffmeyer, Robert Jenssen, Thea Br\"usch

arxiv:2412.08513 v1 · 2024-12-11 · 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{S4VWVEQL3IMUUFCPFVS62E6QMK}

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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

Robust Explanations Through Uncertainty Decomposition: A Path to Trustworthier AI

Receipt and verification

First computed	2026-07-05T09:47:51.388714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

972b6a920bda194a144f2d65ed13d062bb11056667959fe2cd9b3b4d4b4eaf43

Aliases

arxiv: 2412.08513 · arxiv_version: 2412.08513v1 · doi: 10.48550/arxiv.2412.08513 · pith_short_12: S4VWVEQL3IMU · pith_short_16: S4VWVEQL3IMUUFCP · pith_short_8: S4VWVEQL

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/S4VWVEQL3IMUUFCPFVS62E6QMK \
  | 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: 972b6a920bda194a144f2d65ed13d062bb11056667959fe2cd9b3b4d4b4eaf43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b47593c03ed79e061cef6627ff99bccc9682281cd1378b953dd0f7e2a2487fb5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-11T16:24:31Z",
    "title_canon_sha256": "66ebb1b356e50c66b7838eb33c7d7fe9892933e863847f35b1f35c8be64837ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08513",
    "kind": "arxiv",
    "version": 1
  }
}