Pith Number

pith:A2LUKVPY

pith:2024:A2LUKVPYSQJ52B4224FMYT3MZZ

not attested not anchored not stored refs pending

Calibration Error for Decision Making

Lunjia Hu, Yifan Wu

arxiv:2404.13503 v5 · 2024-04-21 · cs.LG · cs.DS · 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{A2LUKVPYSQJ52B4224FMYT3MZZ}

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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

6 papers in Pith

Decision-Aligned Evaluation of Uncertainty Quantification

Toward Simultaneously Optimal Regret in U-Calibration

Adaptive Calibration in Non-Stationary Environments

Smoothed Elicitation Complexity for Approximate $\Gamma$-calibration of Discrete Classification Tasks

Adaptive Calibration in Non-Stationary Environments

Receipt and verification

First computed	2026-07-05T09:18:52.353663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06974555f89413dd079ad70acc4f6cce7d1e233102d6d9d476eb1c49b1962a9f

Aliases

arxiv: 2404.13503 · arxiv_version: 2404.13503v5 · doi: 10.48550/arxiv.2404.13503 · pith_short_12: A2LUKVPYSQJ5 · pith_short_16: A2LUKVPYSQJ52B42 · pith_short_8: A2LUKVPY

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/A2LUKVPYSQJ52B4224FMYT3MZZ \
  | 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: 06974555f89413dd079ad70acc4f6cce7d1e233102d6d9d476eb1c49b1962a9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e7c45f903be8f858623bbbf23f8222a8cb8bef59ec8163c1f4308d1855b2e74",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-21T01:53:20Z",
    "title_canon_sha256": "eba322f54541ce5b5f804049884758d77b84eeb7515e11809aaf278e3c82d681"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.13503",
    "kind": "arxiv",
    "version": 5
  }
}