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Publication DateArticle TitleAuthor(s)
2018Quickshift++: Provably Good Initializations for Sample-Based Mean ShiftJiang, Heinrich; Jang, Jennifer; Kpotufe, Samory
Feb-2015A reduced-form contingent convertible bond model with deterministic conversion intensityCheridito, Patrick; Xu, Zhikai
2018Pac-bayes tree: Weighted subtrees with guaranteesNguyen, T; Kpotufe, S
2014Optimal rates for k-NN density and mode estimationDasgupta, S; Kpotufe, S
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.