Learn how to implement the Nadam optimizer from scratch in Python. This tutorial walks you through the math behind Nadam, explains how it builds on Adam with Nesterov ...

Abstract: This paper adapts Koopman operator for global stability analysis, which is a relatively novel method. Novel theoretical results for the special case of global exponential stability analysis ...

Exponentially Weighted Moving Average or Exponential Weighted Average is a very important concept to understand Optimization in Deep Learning. It means that as we move forward, we simultaneously ...