Pith Number

pith:FF4KDLPS

pith:2023:FF4KDLPSY27SBQ6A7IWGHEI5QX

not attested not anchored not stored refs pending

PAC Prediction Sets Under Label Shift

Edgar Dobriban, Insup Lee, Osbert Bastani, Sangdon Park, Wenwen Si

arxiv:2310.12964 v1 · 2023-10-19 · stat.ML · 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{FF4KDLPSY27SBQ6A7IWGHEI5QX}

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

Weighted Conformal Clustering

Conditional Predictive Inference for General Structured Data with Group Symmetries

Receipt and verification

First computed	2026-07-05T07:02:44.969551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2978a1adf2c6bf20c3c0fa2c63911d85cf6805495b3fa8b0a479395171dbcb74

Aliases

arxiv: 2310.12964 · arxiv_version: 2310.12964v1 · doi: 10.48550/arxiv.2310.12964 · pith_short_12: FF4KDLPSY27S · pith_short_16: FF4KDLPSY27SBQ6A · pith_short_8: FF4KDLPS

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/FF4KDLPSY27SBQ6A7IWGHEI5QX \
  | 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: 2978a1adf2c6bf20c3c0fa2c63911d85cf6805495b3fa8b0a479395171dbcb74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6e04fbed1baf0217f847d8af8e1bc7b94b22d2ca9ed7b9fb53f1a6b878bebeb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-10-19T17:57:57Z",
    "title_canon_sha256": "3ca16e148f2d3d335ce3f8e3aa22e65d54d0d08d1075511d67d3a9d4635c7c0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12964",
    "kind": "arxiv",
    "version": 1
  }
}