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Publication DateArticle TitleAuthor(s)
2019Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approachFang, Ethan X.; Liu, Han; Wang, Mengdi
2017Diffusion Approximations for Online Principal Component Estimation and Global ConvergenceLi, Chris Junchi; Wang, Mengdi; Liu, Han; Zhang, Tong
2018Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex OptimizationChen, Minshuo; Yang, Lin F.; Wang, Mengdi; Zhao, Tuo
2015Multidimensional quadratic and subquadratic BSDEs with special structureCheridito, Patrick; Nam, Kihun
Aug-2013Optimal detection of sparse principal components in high dimensionBerthet, Quentin; Rigollet, Philippe
18-Nov-2015Online learning in repeated auctionsWeed, Jonathan; Perchet, Vianney; Rigollet, Philippe
2014Aggregation of affine estimatorsDai, Dong; Rigollet, Philippe; Xia, Lucy; Zhang, Tong
Oct-2011Neyman-Pearson classification, convexity and stochastic constraintsRigollet, Philippe; Tong, Xin
2012A Quasi Monte Carlo Method for Large-Scale Inverse ProblemsPolydorides, Nick; Wang, Mengdi; Bertsekas, Dimitri P.
Feb-2014Optimal Learning with Q-aggregationLecué, Guillaume; Rigollet, Philippe