Close Menu

Data Science for Large-Scale Connected Autonomous Systems


Feb 21, 2018 - 1:50pm to 2:55pm


Rettaliata Engineering Center, Room 104


Mikhail Langovoy
Machine Learning & Optimization Laboratory, École polytechnique fédérale de Lausanne


We present a novel approach to design, analysis, and control of large-scale connected autonomous learning systems. We describe our resent results on methodology and applications of statistical learning and data science to cyber-physical systems in advanced manufacturing, to materials science, to automated analysis of social networks, and to manifold-valued learning for complex systems of sensors and for e-commerce.

Event Type: 

Department of Applied Mathematics - Colloquia