• Sparse Modeling in Classification, Compression and Detection 

      Chen, Jihong (Georgia Institute of Technology, 2004-07-12)
      The principal focus of this thesis is the exploration of sparse structures in a variety of statistical modelling problems. While more comprehensive models can be useful to solve a larger number of problems, its calculation ...