Abstract: In this paper, we show how to reduce the computation of correctly rounded square roots of binary floating-point data to the fixed-point evaluation of some particular integer polynomials in ...

Abstract: This paper presents the mean-square finite-dimensional filter for polynomial system states confused with both, Gaussian and Poisson, white noises over linear observations. Designing the mean ...

In this article we consider matrix factorizations of a polynomial where the two matrices appearing in the factorization are the same, which we call "matrix square roots." The main result is that any ...

This repository showcases several projects that explore how transformations can improve regression models in different contexts. Each analysis demonstrates why a simple linear model might fall short, ...