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

Uniform Convergence and Superconvergence of Mixed Finite Element Methods on Anisotropically Refined Grids

SIAM Journal on Numerical Analysis, Vol. 38, No. 3 (2001), pp. 770-798 (29 pages) The lowest order Raviart-Thomas rectangular element is considered for solving the singular perturbation problem -div(a ...
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 ...
IEEE

UNIFORM CONVERGENCE OF SAMPLE AVERAGE APPROXIMATION WITH ADAPTIVE MULTIPLE IMPORTANCE SAMPLING

Abstract: We study sample average approximations under adaptive importance sampling in which the sample densities may depend on previous random samples. Based on a generic uniform law of large numbers ...
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 ...
IEEE

Uniform Convergence of Lipschitz Functions with Dependent Gaussian Samples

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 ...