About Mher Safaryan Mher Safaryan Postdoctoral Research Fellow, Applied Mathematics and Computational Science optimization machine learning Mher Safaryan is a Postdoctoral Research Fellow working with Professor Peter Richtarik at the Visual Computing Center (VCC) at King Abdullah University of Science and Technology (KAUST). Education and Early Career Mher received his Ph.D. in Mathematics from Yerevan State University, Armenia under the supervision of Prof. Grigori Karagulyan. Before joining KAUST, he was a Junior Researcher at the Institute of Mathematics of National Academy of Sciences, Real Analysis Department in Armenia. After that, he joined the Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE) Events Presented Events Sep 4 - Sep 10, 2022 Communication-Efficient Distributed Newton-type Algorithms for Federated Learning Mher Safaryan, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Sep 5, 12:00 - 13:00 B9 L2 R2322 H1 machine learning In this talk, I will discuss communication compression and aggregation mechanisms for curvature information in order to reduce these costs while preserving theoretically superior local convergence guarantees.
Communication-Efficient Distributed Newton-type Algorithms for Federated Learning Mher Safaryan, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Sep 5, 12:00 - 13:00 B9 L2 R2322 H1 machine learning In this talk, I will discuss communication compression and aggregation mechanisms for curvature information in order to reduce these costs while preserving theoretically superior local convergence guarantees.
Related Sites Optimization and Machine Learning (OML) Applied Mathematics and Computational Science (AMCS) Related Content Events 1 Related Links Mher Safaryan's Personal Webpage
