Michigan hits the road on Saturday for a major Week 2 game at Oklahoma. During road games, the Wolverines have gone with the old style of white pants and white jerseys since Jim Harbaugh became the ...

Abstract: In many practical learning problems, training samples are not i.i.d., and there is an intrinsic dependency among samples. Therefore, theoretical study of learning with dependent data has ...

This repository contains the research paper and code related to Uniform Convergence of Lipschitz Functions with Dependent Gaussian Samples. The work provides theoretical bounds for learning Lipschitz ...

Abstract: We consider deep neural networks (DNNs) with a Lipschitz continuous activation function and with weight matrices of variable widths. We establish a uniform convergence analysis framework in ...

This paper presents a parameter-uniform numerical method to solve the time dependent singularly perturbed delay parabolic convection-diffusion problems. The solution to these problems displays a ...

We are missing some helper functions used to help assess convergence which are in pRoloc e.g. mcmc_get_outliers and friends. If you're happy for me to add these I will add to my to-do list and then ...

Department of Mathematics, University of Thessaly, Lamia, Greece. The important element here is the uncountable range of a, because Baire’s Category Theorem is not applied for the intersection of an ...