This repository contains the implementation for the AISTATS 2025 paper "Do Regularization Methods for Shortcut Mitigation Work As Intended?". The project investigates the performance of different ...

Analysis of the Scatterplot matrix reveals that 'rm' exhibits the highest positive correlation with 'medv' at 0.67, followed by 'zn' at 0.34. This indicates a substantial positive influence of these ...

Abstract: Non-uniqueness and instability are characteristic features of image reconstruction methods. As a result, it is necessary to develop regularization methods that can be used to compute ...

In this paper three methods are derived for approximating $f$, given its Laplace transform $g$ on $(0, \infty)$, i.e., $\int^\infty_0 f(t) \exp(-st) dt = g(s ...

Abstract: Distribution of electrical potentials over the surface of the heart, which is called the epicardial potential distribution, is a valuable tool to understand whether there is a defect in the ...