Prerequisite: IT 776/CSI 778.
Course Description:Measure theory and integration; convergence theorems; and theory of linear spaces and functional analysis, including normed linear spaces, inner product spaces, Banach and Hilbert spaces, Sobelev spaces, and reproducing kernels. Topics include wavelets, applications to stochastic processes, and nonparametric functional inference. af