Pith Number

pith:OZKSSGAN

pith:2024:OZKSSGANOP5WWZKO6E4V2RYFHL

not attested not anchored not stored refs pending

Group-Weighted Conformal Prediction

Aabesh Bhattacharyya, Rina Foygel Barber

arxiv:2401.17452 v4 · 2024-01-30 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZKSSGANOP5WWZKO6E4V2RYFHL}

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

3 papers in Pith

Conformal Prediction with Macro-Coverage Guarantees

Risk-Controlled Post-Processing of Decision Policies

Weight Clipping for Robust Conformal Inference under Unbounded Covariate Shifts

Receipt and verification

First computed	2026-07-05T10:49:34.467394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

765529180d73fb6b654ef1395d47053af0e07ed73deb53488d5bdb528807a0fa

Aliases

arxiv: 2401.17452 · arxiv_version: 2401.17452v4 · doi: 10.48550/arxiv.2401.17452 · pith_short_12: OZKSSGANOP5W · pith_short_16: OZKSSGANOP5WWZKO · pith_short_8: OZKSSGAN

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/OZKSSGANOP5WWZKO6E4V2RYFHL \
  | 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: 765529180d73fb6b654ef1395d47053af0e07ed73deb53488d5bdb528807a0fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f27a6cc5ecf6af5c0a53a18c9e7d1b348f552dda5b62e3c8ed245d3e04970488",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-01-30T21:31:45Z",
    "title_canon_sha256": "00b0d7639c665134e1d5e47b53b32c9d41f8355a33d0e179a7eabfe648acec2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.17452",
    "kind": "arxiv",
    "version": 4
  }
}