Seminars

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Biostatistical methods for wearable devices with applications to NHANES and UK Biobank

15 Dec 2021 (Wed) | 10:00 AM to 11:00 AM
Prof Ciprian CRAINICEANU
Professor of Biostatistics, Johns Hopkins University
Machine Learning for Sparse Nonlinear Modeling and Control

08 Dec 2021 (Wed) | 10:00 AM to 11:00 AM
Prof Steven L. BRUNTON
Professor of Mechanical Engineering, University of Washington, Adjunct Professor of Applied Mathematics and Computer Science, and a Data Science Fellow at the eScience Institute
Scalable, Heterogeneity-Aware and Privacy-Enhancing Federated Learning

24 Nov 2021 (Wed) | 10:00 AM to 11:00 AM
Professor Yiran CHEN
Professor, Department of Electrical and Computer Engineering, Duke University
Divide-and-Conquer: A Distributed Hierarchical Factor Approach to Modeling Large-Scale Time Series Data

17 Nov 2021 (Wed) | 10:00 AM to 11:00 AM
Professor Ruey S. TSAY
H.G.B. Alexander Professor of Econometrics & Statistics, Booth School of Business, University of Chicago
Solving High-Dimensional Control Problems with Deep Learning

10 Nov 2021 (Wed) | 10:00 AM to 11:00 AM
Dr Jiequn Han
Flatiron Research Fellow, Center for Computational Mathematics, Flatiron Institute
Adversarial Deep Learning in Digital Image Forensics

03 Nov 2021 (Wed) | 10:00 AM to 11:00 AM
Prof Z. Jane WANG
Professor, Electrical & Computer Engineering Department /Biomedical Engineering School, University of British Columbia (UBC), Vancouver, Canada
Toward Real-time Magnetic Resonance Imaging Using Machine Learning

27 Oct 2021 (Wed) | 09:00 AM to 10:00 AM
Professor Leslie YING
Clifford C. Furnas Professor, Biomedical Engineering and Electrical Engineering, University at Buffalo, the State University of New York (SUNY)
Advances in Nonlinear Mixed-integer and Generalized Disjunctive Programming and Applications to the Optimization of Engineering Systems

20 Oct 2021 (Wed) | 10:00 AM to 11:00 AM
Professor Ignacio E. GROSSMANN
R. R. Dean University Professor of Chemical Engineering, Director of Center for Advanced Process Decision-making, Carnegie Mellon University
High Dimensional Dynamic Covariance Matrices with Homogeneous Structure

13 Oct 2021 (Wed) | 10:00 AM to 11:00 AM
Prof Wenyang Zhang
Chair in Statistics at University of York, UK 
White-Box Deep (Convolution) Networks from First Principles

06 Oct 2021 (Wed) | 10:00 AM to 11:00 AM
Professor Yi MA
Professor at the Department of Electrical Engineering and Computer Sciences, University of California, Berkeley