Burke, James V.

2 publications

JMLR 2014 Convex vs Non-Convex Estimators for Regression and Sparse Estimation: The Mean Squared Error Properties of ARD and GLasso Aleksandr Aravkin, James V. Burke, Alessandro Chiuso, Gianluigi Pillonetto

JMLR 2013 Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto