Scientific Research Publishing

A Remark on the Uniform Convergence of Some Sequences of Functions

Copyright © 2015 by author and Scientific Research Publishing Inc. This work is licensed under the Creative Commons Attribution International License (CC BY). We ...
IEEE

Uniform Convergence of Deep Neural Networks With Lipschitz Continuous Activation Functions and Variable Widths

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 ...
GitHub

Uniform Convergence of Lipschitz Functions with Dependent Gaussian Samples

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 ...
JSTOR Daily

ℐ₂–Uniform Convergence of Double Sequences of Functions

Abstract. In this work, we discuss various kinds of ℐ₂-uniform convergence for double sequences of functions and introduce the concepts of ℐ₂ and ℐ 2 ∗ -uniform convergence, ℐ₂-uniformly Cauchy ...
JSTOR Daily

ON A CONJECTURE ON THE UNIFORM CONVERGENCE OF A SEQUENCE OF WEIGHTED BOUNDED POSITIVE DEFINITE FUNCTIONS ON FOUNDATION SEMIGROUPS

This is a preview. Log in through your library . Abstract In the present paper, we shall establish one of our earlier conjectures by proving that on compact subsets of a *-foundation semigroup S with ...
Scientific Research Publishing

Uniform Convergence of Extremal Polynomials When Domains Have Corners and Special Cusps on the Boundary ()

We study the approximation properties of the extremal polynomials in Ap?norm and C?norm. We prove estimates for the rate of such convergence of the sequence of the extremal polynomials on domains with ...