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Publication DateArticle TitleAuthor(s)
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.
2016Blind attacks on machine learnersBeatson, Alex; Wang, Zhaoran; Liu, Han
Apr-2013The multi-armed bandit problem with covariatesPerchet, Vianney; Rigollet, Philippe
Apr-2012Kullback–Leibler aggregation and misspecified generalized linear modelsRigollet, Philippe
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
Oct-2012MINIMAX ESTIMATION OF LARGE COVARIANCE MATRICES UNDER l(1)-NORM COMMENTRigollet, Philippe; Tsybakov, Alexandre B.
2016Some applications of polynomial optimization in operations research and real-time decision makingAhmadi, AA; Majumdar, Anirudha