Matthew Knepley, Associate Professor, Department of Computer Science and Engineering, University at Buffalo: Exploiting Lipschitz Continuity for the Kolmogorov Superposition Theorem

Anna Thuenen, Research Assistant, Institute for Geometry and Practical Mathematics, RWTH Aachen University: Solving Multi-Leader-Follower Games by Smoothing the Follower's Best Response

David Bindel, Associate Professor of Computer Science, Cornell University: Understanding graphs through spectral densities

Kamil Khan, Assistant Professor, Department of Chemical Engineering, McMaster University: Advances in bounding methods for use in global optimization

Mladen Kolar, Associate Professor of Econometrics and Statistics, University of Chicago Booth School of Business: Estimation and Inference for Differential Networks

Kevin Gimpel, Assistant Professor, Toyota Technological Institute at Chicago: From Paraphrase Modeling to Controlled Generation

Veronika Rockova, Assistant Professor of Econometrics and Statistics, University of Chicago Booth School of Business: Theory for BART

Daniele Schiavazzi, Assistant Professor, Department of Applied and Computational Mathematics and Statistics, Notre Dame: Quantifying the uncertainty in cardiovascular digital twins through model reduction, Bayesian inference and propagation using model ensembles.

Sven Leyffer, Senior Computational Mathematician, MCS/ANL: Optimization for Machine Learning

Lulu Kang, Associate Professor, Department of Applied Mathematics, Illinois Institute of Technology
Dimension Reduction for Gaussian Process Models via Convex Combination of Kernels