Convex vs Non-Convex Estimators for Regression and Sparse Estimation: The Mean Squared Error Properties of ARD and GLasso. Aravkin, A., Burke, J. V., Chiuso, A., & Pillonetto, G. Journal of Machine Learning Research, 15:217–252, 2014. Paper bibtex @Article{Aravkin14,
author = {Aleksandr Aravkin and James V. Burke and Alessandro Chiuso and Gianluigi Pillonetto},
title = {Convex vs Non-Convex Estimators for Regression and Sparse Estimation: {The} Mean Squared Error Properties of {ARD} and {GLasso}},
volume = {15},
pages = {217--252},
year = {2014},
journal = {Journal of Machine Learning Research},
url = {http://jmlr.org/papers/v15/aravkin14a.html},
}
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