Integrative conformal p-values for powerful out-of-distribution testing
with labeled outliers

Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers

23 August 2022

Papers citing "Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers"

16 / 16 papers shown

Title
A distribution-free valid p-value for finite samples of bounded random variables Joaquin Alvarez 25 1 0 14 May 2024
Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?) Paul Novello Joseba Dalmau Léo Andéol OODD 35 2 0 18 Mar 2024
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage Ying Jin Zhimei Ren 40 7 0 06 Mar 2024
SymmPI: Predictive Inference for Data with Group Symmetries Yan Sun Mengxin Yu 26 2 0 26 Dec 2023
Controlling FSR in Selective Classification Guanlan Zhao Zhonggen Su 32 0 0 07 Nov 2023
Adaptive conformal classification with noisy labels Matteo Sesia Y. X. R. Wang Xin Tong 24 12 0 10 Sep 2023
Model-free selective inference under covariate shift via weighted conformal p-values Ying Jin Emmanuel J. Candès 31 15 0 18 Jul 2023
Conformal link prediction for false discovery rate control Ariane Marandon 24 8 0 26 Jun 2023
Simultaneous Hypothesis Testing Using Internal Negative Controls with An Application to Proteomics Zijun Gao Qingyuan Zhao 31 1 0 02 Mar 2023
Derandomized Novelty Detection with FDR Control via Conformal E-values Meshi Bashari Amir Epstein Yaniv Romano Matteo Sesia 26 13 0 14 Feb 2023
Conformal inference is (almost) free for neural networks trained with early stopping Zi-Chen Liang Yan Zhou Matteo Sesia BDL 18 10 0 27 Jan 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Yan Sun 15 8 0 09 Nov 2022
Multiple Testing Framework for Out-of-Distribution Detection A. Magesh V. Veeravalli Anirban Roy Susmit Jha OODD 39 5 0 20 Jun 2022
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 61 66 0 18 May 2021
Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems Feiyang Cai X. Koutsoukos OODD 121 73 0 28 Jan 2020
Conformal k-NN Anomaly Detector for Univariate Data Streams Vladislav Ishimtsev Ivan Nazarov A. Bernstein Evgeny Burnaev AI4TS 121 51 0 11 Jun 2017