Random Quadratic Forms with Dependence:
     Applications to Restricted Isometry and Beyond

  Arindam Banerjee   Qilong Gu    Vidyashankar Sivakumar      Zhiwei Steven Wu
    Department of Computer Science & Engineering, University of Minnesota, Twin Cities
                 Minneapolis, MN 55455, USA

                        Abstract
       Several important families of computational and statistical results in machine
       learning and randomized algorithms rely on uniform bounds on quadratic ...