Pith Number

pith:ZL2RFNN6

pith:2025:ZL2RFNN6CKOJ2IMLCUHK4FDUTT

not attested not anchored not stored refs pending

Epistemic Uncertainty in Conformal Scores: A Unified Approach

Luben M. C. Cabezas, Rafael Izbicki, Thiago R. Ramos, Vagner S. Santos

arxiv:2502.06995 v2 · 2025-02-10 · 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{ZL2RFNN6CKOJ2IMLCUHK4FDUTT}

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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

Optimal Conformal Prediction under Epistemic Uncertainty

Receipt and verification

First computed	2026-07-05T11:19:03.535120Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

caf512b5be129c9d218b150eae14749cdaac4430b619cf4083dfc938b022e011

Aliases

arxiv: 2502.06995 · arxiv_version: 2502.06995v2 · doi: 10.48550/arxiv.2502.06995 · pith_short_12: ZL2RFNN6CKOJ · pith_short_16: ZL2RFNN6CKOJ2IML · pith_short_8: ZL2RFNN6

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/ZL2RFNN6CKOJ2IMLCUHK4FDUTT \
  | 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: caf512b5be129c9d218b150eae14749cdaac4430b619cf4083dfc938b022e011

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3958c86f31a7c9aefd71c8f77f783da9fcb6e9c670e55626c1647db137f9903",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-10T19:42:54Z",
    "title_canon_sha256": "1524d391c6c00bc0358658f10e486dfcf7f4e7f20f9fdd5ad55e7a8c9d8f2ddc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06995",
    "kind": "arxiv",
    "version": 2
  }
}