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Publication DateArticle TitleAuthor(s)
Nov-2016A Depression Network of Functionally Connected Regions Discovered via Multi-Attribute Canonical Correlation GraphsKang, Jian; Bowman, F. DuBois; Mayberg, Helen; Liu, Han
Dec-2014Primal and Dual Approximation Algorithms for Convex Vector Optimization ProblemsLöhne, Andreas; Rudloff, Birgit; Ulus, Firdevs
Dec-2014Calibrated Precision Matrix Estimation for High-Dimensional Elliptical DistributionsZhao, Tuo; Liu, Han
1-Jan-2016A lasso-based sparse knowledge gradient policy for sequential optimal learningLi, Yan; Liu, Han; Powell, Warren B.
Jun-2012Deviation optimal learning using greedy Q-aggregationDai, Dong; Rigollet, Philippe; Zhang, Tong
1-Jan-2013Complexity theoretic lower bounds for sparse principal component detectionBerthet, Quentin; Rigollet, Philippe
Feb-2013Bounded regret in stochastic multi-armed banditsBubeck, Sébastien; Perchet, Vianney; Rigollet, Philippe
1-Jan-2018Estimation of Markov Chain via Rank-Constrained LikelihoodLi, Xudong; Wang, Mengdi; Zhang, Anru
Mar-2013Set-valued average value at risk and its computationHamel, Andreas H.; Rudloff, Birgit; Yankova, Mihaela
1-Jan-2018Minimax-optimal privacy-preserving sparse PCA in distributed systemsGe, Jason; Wang, Zhaoran; Wang, Mengdi; Liu, Han