Pith Number

pith:GEZBR7V7

pith:2020:GEZBR7V7KNEPCA7LXR6GAKVQQE

not attested not anchored not stored refs pending

Uncertainty Sets for Image Classifiers using Conformal Prediction

Anastasios Angelopoulos, Jitendra Malik, Michael I. Jordan, Stephen Bates

arxiv:2009.14193 v5 · 2020-09-29 · cs.CV · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GEZBR7V7KNEPCA7LXR6GAKVQQE}

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

13 papers in Pith

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

RRISE: Robust Radius Inference via a Surrogate Estimator

Localized Conformal Prediction for Image Classification with Vision-Language Models

CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition

Improving Backward Conformal Prediction via Non-Conformity Score Transformation

Receipt and verification

First computed	2026-07-05T04:54:12.458128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

313218febf5348f103ebbc7c602ab0811cc5839ab675339f318aed89c1bab26f

Aliases

arxiv: 2009.14193 · arxiv_version: 2009.14193v5 · doi: 10.48550/arxiv.2009.14193 · pith_short_12: GEZBR7V7KNEP · pith_short_16: GEZBR7V7KNEPCA7L · pith_short_8: GEZBR7V7

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/GEZBR7V7KNEPCA7LXR6GAKVQQE \
  | 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: 313218febf5348f103ebbc7c602ab0811cc5839ab675339f318aed89c1bab26f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43ea440de550c66c3e7efd7b22519ff157047244b171c20da7d86ae04c07c270",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-09-29T17:58:04Z",
    "title_canon_sha256": "fa776e03107a04c121f50b1650156bd46e215cb0c79d0b44091c863fb2463ab8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.14193",
    "kind": "arxiv",
    "version": 5
  }
}