High-Dimensional Statistics

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Works Cited by This (250)

Action	Title	Year	Authors
+	Simultaneous Support Recovery in High Dimensions: Benefits and Perils of Block $\ell _{1}/\ell _{\infty} $-Regularization	2011	Sahand Negahban Martin J. Wainwright
+	A Distribution-Free Theory of Nonparametric Regression	2002	László Györfi Michael Köhler Adam Krzyżak Harro Walk
+	On Some Extensions of Bernstein's Inequality for Self-adjoint Operators	2011	Stanislav Minsker
+ PDF Chat	Toward a unified theory of sparse dimensionality reduction in Euclidean space	2015	Jean Bourgain Sjoerd Dirksen Jelani Nelson
+	Uniform Central Limit Theorems	1999	R. M. Dudley
+	Introduction to Nonparametric Estimation	2008	Alexandre B. Tsybakov
+ PDF Chat	On the distribution of the largest eigenvalue in principal components analysis	2001	Iain M. Johnstone
+ PDF Chat	Information-theoretic determination of minimax rates of convergence	1999	Yuhong Yang Andrew R. Barron
+ PDF Chat	Asymptotic Theory of Finite Dimensional Normed Spaces	1986	Vitali Milman Gideon Schechtman
+	The Volume of Convex Bodies and Banach Space Geometry	1989	Gilles Pisier