Learning with Uncertainty on Dynamic Manifolds

Daniel Tartakovsky
May 13, 2021

Data driven Reduced Order Modeling for inverse scattering

Liliana Borcea
May 13, 2021

Elucidating ecological complexity: Unsupervised learning determines global marine eco-provinces

Maike Sonnewald
May 12, 2021

Graph-based Bayesian Semi-supervised Learning: Prior Design and Posterior Contraction

Daniel Sanz-Alonso
May 12, 2021

Calibration and Validation of Approximate Likelihood Models

Ann Lee
May 12, 2021

Learning long-timescale behavior from short trajectory data

Jonathan Weare
May 11, 2021

Operator-theoretic approaches for coherent feature extraction in complex systems

Dimitrios Giannakis
May 11, 2021

Simulation-Informed Decision Making

William Oberkampf
May 11, 2021

How the Law Addresses Uncertainty

David Weisbach
May 10, 2021