Speaker: Hongkai Zhao, Ruth F. DeVarney Distinguished Professor of Mathematics, Duke University Title: Mathematical and Numerical Understanding of Neural Networks: From Representation to Learning...
Speaker: Niall Mangan, assistant professor of engineering sciences and applied mathematics, Northwestern University Title: Sparse-Optimization to Discover Dynamical Systems Models from Data Abstract...
Speaker: Houman Owhadi, professor of applied and computational mathematics and dynamical systems, California Institute of Technology Title: Co-Discovering Graphical Structure and Functional...
Speaker: Fei Lu, associate professor of mathematics, Johns Hopkins University Title: Statistical Learning and Inverse Problems for Interacting Particle Systems Abstract: Systems of interacting...
Speaker: Arne Bathke, professor of artificial intelligence and human interfaces, University of Salzburg Title: Nonparametric Inference Methods for Multivariate Data Abstract: When there are multiple...
Speaker: Nicole Bauerle, professor of mathematics, KIT Title: Optimal Investment in Ambiguous Financial Markets with Learning Abstract: We consider the classical multi-asset Merton investment problem...
Speaker: Nicole Bauerle, professor of mathematics, KIT Title: Optimal Investment in Ambiguous Financial Markets With Learning Abstract: We consider the classical multi-asset Merton investment problem...
Speaker: Lars Peter Hansen, David Rockefeller Distinguished Service Professor in Economics and Statistics, University of Chicago Title: How Should Climate Change Uncertainty Impact Social Valuation...
Speaker: Art Owen, professor of statistics, Stanford University Title: Recent Progress in Error Estimation for Quasi-Monte Carlo Abstract: For many high dimensional integration problems, Quasi Monte...
Speaker: Ioannis Kerverkidis, Bloomberg Distinguished Professor, Johns Hopkins University Title: No Equations, No Variables, No Space and No Time: Data and the Modeling of Complex Systems Abstract: I...
