Lower bounds on the smallest eigenvalue of a sample covariance matrix
  We derive tight lower bounds on the smallest eigenvalue of a sample covariance matrix of a centred isotropic random vector under weak or no assumptions on its components. 
Pavel Yaskov
math.PR