Statistical estimation: from denoising to sparse regression and hidden cliques
Statistical estimation: from denoising to sparse regression and hidden cliques
Abstract This chapter provides a gentle introduction to some modern topics in high-dimensional statistics, statistical learning, and signal processing for an audience who may not have any previous background in these areas. The pedagogical path of the chapter is to first connect recent advances in these fields to the basic …