Pith Number

pith:3X4RC74I

pith:2025:3X4RC74IDTCQ5TSTNIDL7F2XER

not attested not anchored not stored refs pending

E-Values Expand the Scope of Conformal Prediction

Etienne Gauthier, Francis Bach, Michael I. Jordan

arxiv:2503.13050 v3 · 2025-03-17 · 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{3X4RC74IDTCQ5TSTNIDL7F2XER}

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

6 papers in Pith

Bentkus-type asymptotic e-values

Set-Preserving Calibration from Conformal P-Values to E-Values

Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models

Beyond Fixed False Discovery Rates: Post-Hoc Conformal Selection with E-Variables

Evidence Sufficiency Under Delayed Ground Truth: Proxy Monitoring for Risk Decision Systems

Receipt and verification

First computed	2026-07-05T10:59:07.508922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddf9117f881cc50ece536a06bf975724707bb81088a1c67b53079fe90aeaab4c

Aliases

arxiv: 2503.13050 · arxiv_version: 2503.13050v3 · doi: 10.48550/arxiv.2503.13050 · pith_short_12: 3X4RC74IDTCQ · pith_short_16: 3X4RC74IDTCQ5TST · pith_short_8: 3X4RC74I

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/3X4RC74IDTCQ5TSTNIDL7F2XER \
  | 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: ddf9117f881cc50ece536a06bf975724707bb81088a1c67b53079fe90aeaab4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f90a40efb7428aa4012250d3f767583720e85282e3c41975df51f0e4c7192f22",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-03-17T10:54:30Z",
    "title_canon_sha256": "0eba49a2c95e2f22e6478e594f4b261a3c7be3b78dc5695e00669d9216d63264"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13050",
    "kind": "arxiv",
    "version": 3
  }
}