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Publication DateArticle TitleAuthor(s)
Mar-2015A New Optimal Stepsize for Approximate Dynamic ProgrammingRyzhov, Ilya O; Frazier, Peter I; Powell, Warren B
1-Jan-2018Optimal learning for stochastic optimization with nonlinear parametric belief modelsHe, X; Powell, William B
1-Jan-2013Control of McKean-Vlasov dynamics versus mean field gamesCarmona, Rene; Delarue, F; Lachapelle, A
Mar-2012Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio SelectionFan, Jianqing; Li, Yingying; Yu, Ke
2018An Adaptive Strategy for Active Learning with Smooth Decision BoundaryLocatelli, Andrea; Carpentier, Alexandra; Kpotufe, Samory
2012Pricing and Hedging in Affine Models with Possibility of DefaultCheridito, Patrick; Wugalter, Alexander
2013Transition Matrix Estimation in High Dimensional Time SeriesHan, F; Liu, H
2012Transelliptical graphical modelsLiu, H; Han, F; Zhang, CH
2012Transelliptical component analysisHan, F; Liu, H
2014Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial TimeWang, Z; Lu, H; Liu, H