Pith Number

pith:MISZH27G

pith:2025:MISZH27GFQMXSROSKU6YOMDLNO

not attested not anchored not stored refs pending

Optimal Conformal Prediction under Epistemic Uncertainty

Aleksandar Bojchevski, Alireza Javanmardi, Eyke H\"ullermeier, Santo M. A. R. Thies, Soroush H. Zargarbashi, Willem Waegeman

arxiv:2505.19033 v1 · 2025-05-25 · 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{MISZH27GFQMXSROSKU6YOMDLNO}

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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

Reliable Conformal Prediction for Ordinal Classification Using the Ranked Probability Score

Receipt and verification

First computed	2026-07-05T11:09:23.862071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

622593ebe62c197945d2553d87306b6bab9edae140fb012c0801b99995a785a4

Aliases

arxiv: 2505.19033 · arxiv_version: 2505.19033v1 · doi: 10.48550/arxiv.2505.19033 · pith_short_12: MISZH27GFQMX · pith_short_16: MISZH27GFQMXSROS · pith_short_8: MISZH27G

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/MISZH27GFQMXSROSKU6YOMDLNO \
  | 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: 622593ebe62c197945d2553d87306b6bab9edae140fb012c0801b99995a785a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a249afadb1d1f22d44e26185d6a5941ee8fe4e04d9787f03c5d6f75892863e1e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-25T08:32:44Z",
    "title_canon_sha256": "396d264a383be1d11b204b4b68189424eb8c14f68c825adefaed1cf1ab8d73e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19033",
    "kind": "arxiv",
    "version": 1
  }
}