Nicholas H. Nelsen

learning theory · statistical learning theory · statistics · uncertainty quantification · inverse problems · Bayesian inverse problems · Bayesian inference · nonparametric statistics · posterior consistency · operator learning · operator networks · neural operators · scientific machine learning · functional data analysis · function spaces · partial differential equations · kernel methods · kernel regression · Gaussian processes · random features · measure transport · optimal transport · generative modeling · point clouds