Nyström Method Has Key Custom Implementations In Machine Learning

Since machine learning uses an array of mathematical concepts such as linear algebra and optimisation techniques, among others, it can be said that the numerical analysis holds a prime spot in the study of ML. Algorithms will be rendered void if only mathematical concepts are based on without giving thought to a certain numerical approximation in ML. In fact, numerical methods are at the heart of ML fields like deep learning (DL). Here, we will discuss a particular numerical analysis technique called Nyström method. It has now found its application in ML. Latest research has led to variations of the Nyström method for custom implementations in machine learning.