Pith Number

pith:L6UNQTFA

pith:2025:L6UNQTFAIC7FBZXWBAP2QHTTZM

not attested not anchored not stored refs pending

Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores

Ahmed Alaa, Jivat Neet Kaur, Michael I. Jordan

arxiv:2501.10139 v2 · 2025-01-17 · cs.LG · cs.AI · stat.ME · 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{L6UNQTFAIC7FBZXWBAP2QHTTZM}

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

2 papers in Pith

Self-Organized Conformal Prediction: Reducing Regional Coverage Gaps with Unsupervised Group Discovery

Risk-Controlled Post-Processing of Decision Policies

Receipt and verification

First computed	2026-07-05T10:11:31.645309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fa8d84ca040be50e6f6081fa81e73cb27666042c59d45cf4df53c1956c23b14

Aliases

arxiv: 2501.10139 · arxiv_version: 2501.10139v2 · doi: 10.48550/arxiv.2501.10139 · pith_short_12: L6UNQTFAIC7F · pith_short_16: L6UNQTFAIC7FBZXW · pith_short_8: L6UNQTFA

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/L6UNQTFAIC7FBZXWBAP2QHTTZM \
  | 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: 5fa8d84ca040be50e6f6081fa81e73cb27666042c59d45cf4df53c1956c23b14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf26ab955277470c30a954b6d97e06b522a1718e58376e89c05eca85d451b59a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-17T12:01:56Z",
    "title_canon_sha256": "b36fd7f65a92a3a9ecac4fde3ae94e203d0264608cffeeb9353c636aedee9088"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10139",
    "kind": "arxiv",
    "version": 2
  }
}