Pith Number

pith:7DYJ3JRJ

pith:2024:7DYJ3JRJIHVGIIDBH7KNEAOJQI

not attested not anchored not stored refs pending

Does confidence calibration improve conformal prediction?

Hongxin Wei, HuaJun Xi, Jianguo Huang, Kangdao Liu, Lei Feng

arxiv:2402.04344 v3 · 2024-02-06 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7DYJ3JRJIHVGIIDBH7KNEAOJQI}

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

Conformal Prediction for Zero-Shot Models

Receipt and verification

First computed	2026-07-05T09:52:59.247257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8f09da62941ea6420613fd4d201c9820a70765553863e6bcf2e08785aea6186

Aliases

arxiv: 2402.04344 · arxiv_version: 2402.04344v3 · doi: 10.48550/arxiv.2402.04344 · pith_short_12: 7DYJ3JRJIHVG · pith_short_16: 7DYJ3JRJIHVGIIDB · pith_short_8: 7DYJ3JRJ

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/7DYJ3JRJIHVGIIDBH7KNEAOJQI \
  | 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: f8f09da62941ea6420613fd4d201c9820a70765553863e6bcf2e08785aea6186

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88fea254377cae25f0177197c9a474013730cf7ca5af7bf669ba3fb61e4a9dd5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T19:27:48Z",
    "title_canon_sha256": "3d23b5d7907bf4fa7cd35ece911d7aa78a2ac8db574662b69cf5022da9bae9d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04344",
    "kind": "arxiv",
    "version": 3
  }
}