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Publication DateArticle TitleAuthor(s)
Nov-2012Sparse Estimation by Exponential WeightingRigollet, Philippe; Tsybakov, Alexandre B.
Jan-2014A Strictly Contractive Peaceman--Rachford Splitting Method for Convex ProgrammingHe, Bingsheng; Liu, Han; Wang, Zhaoran; Yuan, Xiaoming
2015Hierarchical label queries with data-dependent partitionsKpotufe, S; Urner, R; Ben-David, S
2014Optimal Trade Execution under Stochastic Volatility and LiquidityCheridito, Patrick; Sepin, Tardu
8-Jun-2018A Supermartingale Relation for Multivariate Risk MeasuresFeinstein, Zachary; Rudloff, Birgit
1-Jan-2018Estimation of Markov Chain via Rank-Constrained LikelihoodLi, Xudong; Wang, Mengdi; Zhang, Anru
1-Jan-2018Minimax-optimal privacy-preserving sparse PCA in distributed systemsGe, Jason; Wang, Zhaoran; Wang, Mengdi; Liu, Han
2019Approximation Hardness for A Class of Sparse Optimization ProblemsChen, Yichen; Ye, Yinyu; Wang, Mengdi
17-Oct-2017Accelerating Stochastic Composition OptimizationWang, Mengdi; Liu, Ji; Fang, Ethan X.
1-Jan-2016Accelerating Stochastic Composition OptimizationWang, Mengdi; Liu, Ji; Fang, Ethan X.