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Publication DateArticle TitleAuthor(s)
1-Sep-2019Learning to Control in Metric Space with Optimal RegretYang, Lin F.; Ni, Chengzhuo; Wang, Mengdi
1-Jan-2017Finite-sum Composition Optimization via Variance Reduced Gradient DescentLian, Xiangru; Wang, Mengdi; Liu, Ji
May-2015On the dual of the solvency coneLöhne, Andreas; Rudloff, Birgit
Sep-2017Set-valued shortfall and divergence risk measuresArarat, Çağın; Hamel, Andreas H.; Rudloff, Birgit
Sep-2013Time consistency of dynamic risk measures in markets with transaction costsFeinstein, Zachary; Rudloff, Birgit
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.
2019Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approachFang, Ethan X.; Liu, Han; Wang, Mengdi
Apr-2015Averaging random projection: A fast online solution for large-scale constrained stochastic optimizationLiu, Jialin; Gu, Yuantao; Wang, Mengdi