On January 26, 27 and 28, 2022 our Head Prof. Enrique Zuazua will talk as main speaker on “Control and Machine Learning” at the II [B_1^-]: Analysis and PDE from the South.
Abstract. We address some of the problems arising in the modern theory of Machine Learning from a control theoretical perspective. We will mainly focus on the use of control techniques for the analysis of Deep Neural Networks as a tool to address, for instance, the problem of Supervised Learning. We shall also discuss numerical implementation issues and formulate some interesting open problems.