Pith Number

pith:LP2545EV

pith:2025:LP2545EVFHXJ5SCL5EEWAQEVK2

not attested not anchored not stored refs pending

Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations

Julie Zhu, Liviu Aolaritei, Michael I. Jordan, Youssef Marzouk, Zheyu Oliver Wang

arxiv:2502.14105 v2 · 2025-02-19 · stat.ML · cs.LG · math.ST · stat.ME · 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{LP2545EVFHXJ5SCL5EEWAQEVK2}

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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

2 papers in Pith

Safe Planning in Interactive Environments via Iterative Policy Updates and Adversarially Robust Conformal Prediction

Weight Clipping for Robust Conformal Inference under Unbounded Covariate Shifts

Receipt and verification

First computed	2026-07-05T11:04:45.984470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bf5de749529ee9ec84be90960409556bdb6af01929fc91ee10deadaaaa374a8

Aliases

arxiv: 2502.14105 · arxiv_version: 2502.14105v2 · doi: 10.48550/arxiv.2502.14105 · pith_short_12: LP2545EVFHXJ · pith_short_16: LP2545EVFHXJ5SCL · pith_short_8: LP2545EV

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/LP2545EVFHXJ5SCL5EEWAQEVK2 \
  | 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: 5bf5de749529ee9ec84be90960409556bdb6af01929fc91ee10deadaaaa374a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb4fc4b322f13284578b48bc5e5167a0683c82ee48add61d9e8b8a3bd47a3706",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-19T21:18:11Z",
    "title_canon_sha256": "b4c99c93e7746ac21978c6238db0317a7081f5547779f94e48be9426fc0ca183"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14105",
    "kind": "arxiv",
    "version": 2
  }
}