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Statistical and Computational Properties of Some Üser-Friendly" Methods for High-Dimensional Estimation.. Carnegie Mellon University, USA, (2019)The Multiple Quantile Graphical Model., , and . NIPS, page 3747-3755. (2016)A Continuous-Time View of Early Stopping for Least Squares Regression., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1370-1378. PMLR, (2019)Generalized Pseudolikelihood Methods for Inverse Covariance Estimation., , , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 280-288. PMLR, (2017)Disciplined Convex Stochastic Programming: A New Framework for Stochastic Optimization., , , and . UAI, page 62-71. AUAI Press, (2015)A Continuous-Time View of Early Stopping for Least Squares Regression., , and . CoRR, (2018)Active Learning with Model Selection., , and . AAAI, page 1673-1679. AAAI Press, (2014)A Semismooth Newton Method for Fast, Generic Convex Programming., , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 70-79. PMLR, (2017)Robust Cost-Sensitive Confidence-Weighted Classification., and . ICDM Workshops, page 742-749. IEEE Computer Society, (2013)The Implicit Regularization of Stochastic Gradient Flow for Least Squares., , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 233-244. PMLR, (2020)