Department of Mathematics, Simon Fraser University; Department of Scientific Computing, Florida State University
Juan M. Cardenas, Ben Adcock, Nick Dexter
active learning;regression;arbitrary data;leverage scores;Christoffel functions;generative models;Magnetic Resonance Imaging (MRI);Physics-Informed Neural Networks (PINNs)
CS4ML: A general framework for active learning with arbitrary data based on Christoffel functions