This article presents a restart scheme for accelerated first-order methods, for which we show linear convergence under the satisfaction of a quadratic functional growth condition, thus encompassing a ...

Abstract: This short paper develops a hierarchically structured, suboptimal controller for a linear stochastic system composed of fast and slow subsystems. It is proved that the controller is optimal ...

In this video, we will learn what is linear regression in machine learning along with examples to make the concept crystal clear. 20 Historical Figures Whose True Evil Was Only Discovered After ...