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 ...
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 ...
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

Ideal Convergence of Nets of Functions with Values in Uniform Spaces

Consists of six departments and provides education in the fields of physics, mathematics, chemistry, informatics, biology and ecology, geography and tourism. Almost all courses of study programmes ...
Scientific Research Publishing

Operator Convergence and the Structure of Physical Reality: Weak, Strong, and Uniform Limits as Models of Field, Mass, and Gravitation ()

We investigate bounded linear operators on separable Hilbert spaces and their convergence properties. We provide connections between uniform, strong, and weak convergence modes and interpret them in ...