Bernstein polynomial estimation provides a robust nonparametric technique for approximating both density and distribution functions. Based on the properties of Bernstein polynomials, which uniformly ...

This repository contains Python code for performing polynomial regression using gradient descent, implemented with PyTorch, as required for Assignment 1. The code provides functions for polynomial ...

"*Details*: The model implements a third-degree polynomial expansion (and in particular the [CCP model](https://github.com/grigorisg9gr/polynomial_nets) from the ...

Polynomial equations are fundamental concepts in mathematics that define relationships between numbers and variables in a structured manner. In mathematics, various equations are composed using ...

A characterization is presented of the class of stationary processes that have polynomial covariance functions of degree less than or equal to 4 on an interval. The results extend to isotropic random ...

Abstract: Many researches on analysis, uncertainty quantification, and control of small signal stability are essentially to study how stability indices (e.g., eigenvalue and damping ratio) vary with ...