Padmavathi Sundaram

Fast Block-Sparse Estimation for Vector Networks

While there is now a significant literature on sparse inverse covariance estimation, all that literature, with only a couple of exceptions, has dealt only with univariate (or scalar) networks where each node carries a univariate signal. However in many, perhaps most, applications, each node may carr…