Pith Number

pith:OHZK3TEC

pith:2021:OHZK3TECK77KEXKOUL6ZQYIB7M

not attested not anchored not stored refs pending

Learning Optimal Conformal Classifiers

Ali Taylan Cemgil, Arnaud Doucet, David Stutz, Krishnamurthy (Dj) Dvijotham

arxiv:2110.09192 v3 · 2021-10-18 · cs.LG · cs.CV · stat.ME · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OHZK3TECK77KEXKOUL6ZQYIB7M}

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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

6 papers in Pith

Uncertainty-Aware Intention Prediction for Human-to-Robot Assembly Teleoperation

Structure-Adaptive Conformal Inference for Large-Scale Out-of-Distribution Testing

Improving Backward Conformal Prediction via Non-Conformity Score Transformation

RareCP: Regime-Aware Retrieval for Efficient Conformal Prediction

Robust Conditional Conformal Prediction via Branched Normalizing Flow

Receipt and verification

First computed	2026-07-05T04:20:53.781401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71f2adcc8257fea25d4ea2fd986101fb23adfbda60e8f518f3462ff2cb18c1d4

Aliases

arxiv: 2110.09192 · arxiv_version: 2110.09192v3 · doi: 10.48550/arxiv.2110.09192 · pith_short_12: OHZK3TECK77K · pith_short_16: OHZK3TECK77KEXKO · pith_short_8: OHZK3TEC

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/OHZK3TECK77KEXKOUL6ZQYIB7M \
  | 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: 71f2adcc8257fea25d4ea2fd986101fb23adfbda60e8f518f3462ff2cb18c1d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa2c31a5174fd853daa51e8196129d93003946507444c7e3734ab9a667689898",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-18T11:25:33Z",
    "title_canon_sha256": "4c1411b0b9fa1bc60e2d5ab7eff7bea27dc19a7c61cf2216e08d9b9ad813d320"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.09192",
    "kind": "arxiv",
    "version": 3
  }
}