Pith Number

pith:2FOWAWLZ

pith:2022:2FOWAWLZUO7I72MK3HCIPIYLTR

not attested not anchored not stored refs pending

Label Noise Robustness of Conformal Prediction

Anastasios N. Angelopoulos, Asaf Gendler, Bat-Sheva Einbinder, Shai Feldman, Stephen Bates, Yaniv Romano

arxiv:2209.14295 v3 · 2022-09-28 · cs.LG · cs.AI · math.ST · stat.ME · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2FOWAWLZUO7I72MK3HCIPIYLTR}

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

Robust Conditional Conformal Prediction via Branched Normalizing Flow

Receipt and verification

First computed	2026-07-05T09:40:13.640067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d15d605979a3be8fe98ad9c487a30b9c405f3a91c1a0c27179556e8f9486bac2

Aliases

arxiv: 2209.14295 · arxiv_version: 2209.14295v3 · doi: 10.48550/arxiv.2209.14295 · pith_short_12: 2FOWAWLZUO7I · pith_short_16: 2FOWAWLZUO7I72MK · pith_short_8: 2FOWAWLZ

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/2FOWAWLZUO7I72MK3HCIPIYLTR \
  | 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: d15d605979a3be8fe98ad9c487a30b9c405f3a91c1a0c27179556e8f9486bac2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "337de0535c9ea4e2b990a7801c9aabb831d7d654170c655c65b609675e742c6c",
    "cross_cats_sorted": [
      "cs.AI",
      "math.ST",
      "stat.ME",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-28T17:59:35Z",
    "title_canon_sha256": "4de0e3d0543015ffe307cc8c6e874691783b1e7bcb94ab7bbd49e63ffa5a30dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.14295",
    "kind": "arxiv",
    "version": 3
  }
}