Pith Number

pith:7IDODRXS

pith:2025:7IDODRXSA3BMOYI2ACEF4IMD5E

not attested not anchored not stored refs pending

Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift

Fredrik Hellstr\"om, Matteo Zecchin, Osvaldo Simeone, Sangwoo Park, Shlomo Shamai (Shitz)

arxiv:2501.11413 v1 · 2025-01-20 · cs.LG · cs.AI · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7IDODRXSA3BMOYI2ACEF4IMD5E}

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

A Joint Finite-Sample Certificate for Adaptive Selective Conformal Risk Control

Risk-Controlled Post-Processing of Decision Policies

Receipt and verification

First computed	2026-07-05T10:03:08.342154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa06e1c6f206c2c7611a00885e2183e91f4d00245018753150db2c10aafeb2dd

Aliases

arxiv: 2501.11413 · arxiv_version: 2501.11413v1 · doi: 10.48550/arxiv.2501.11413 · pith_short_12: 7IDODRXSA3BM · pith_short_16: 7IDODRXSA3BMOYI2 · pith_short_8: 7IDODRXS

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/7IDODRXSA3BMOYI2ACEF4IMD5E \
  | 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: fa06e1c6f206c2c7611a00885e2183e91f4d00245018753150db2c10aafeb2dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf5b24ce480bd5ed52138a60ecac2c4d02430a218dda6f37700aefb3886b2061",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-20T11:26:36Z",
    "title_canon_sha256": "ff7bc2f8f78a247246258eecba4a96340c7f3bf21ce31e079231b1d2d5eae86e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11413",
    "kind": "arxiv",
    "version": 1
  }
}