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Publication DateArticle TitleAuthor(s)
2017Modal-set estimation with an application to clusteringJiang, Heinrich; Kpotufe, Samory
2017Lipschitz Density-Ratios, Structured Data, and Data-driven TuningKpotufe, S
2018Quickshift++: Provably Good Initializations for Sample-Based Mean ShiftJiang, Heinrich; Jang, Jennifer; Kpotufe, Samory
2015Hierarchical label queries with data-dependent partitionsKpotufe, S; Urner, R; Ben-David, S
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
2015High dimensional EM algorithm: Statistical optimization and asymptotic normalityWang, Z; Gu, Q; Ning, Y; Liu, H
Aug-2013Optimal detection of sparse principal components in high dimensionBerthet, Quentin; Rigollet, Philippe
Nov-2012Sparse Estimation by Exponential WeightingRigollet, Philippe; Tsybakov, Alexandre B.