Finding Relevant Information via a Discrete Fourier Expansion

         Mohsen Heidari 1 Jithin K. Sreedharan 2 Gil I. Shamir 3 Wojciech Szpankowski 1

            Abstract                capture non-linear relations (Gretton et al., 2005; Chen et al.,
   A fundamental obstacle in learning information      2017; Wei et al., 2016). However, they are prohibitive in
   from data is the presence of nonlinear redun-       large datasets as the computational complexity of computing
   dancies and depe ...