research
∙
05/17/2023
Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems
Uncertainty quantification for inverse problems in imaging has drawn muc...
share
research
∙
02/14/2023
Derandomized Novelty Detection with FDR Control via Conformal E-values
Conformal prediction and other randomized model-free inference technique...
research
∙
07/14/2022
From Shapley back to Pearson: Hypothesis Testing via the Shapley Value
Machine learning models, in particular artificial neural networks, are i...
research
∙
05/30/2022
Fast Nonlinear Vector Quantile Regression
Quantile regression (QR) is a powerful tool for estimating one or more c...
research
∙
10/28/2021
An ℓ^p-based Kernel Conditional Independence Test
We propose a new computationally efficient test for conditional independ...
research
∙
06/03/2016
