Showing 1–20 of 20 results
/ Date/ Name
Dec 30, 2017A Concentration Inequality for Random Polytopes, Dirichlet-Voronoi Tiling Numbers and the Geometric Balls and Bins ProblemJun 7, 2020On Suboptimality of Least Squares with Application to Estimation of Convex BodiesFeb 24, 2021On the Minimal Error of Empirical Risk MinimizationApr 29, 2017Approximation of the Euclidean ball by polytopes with a restricted number of facetsMay 29, 2023On the Variance, Admissibility, and Stability of Empirical Risk MinimizationMay 6, 2022An Efficient Minimax Optimal Estimator For Multivariate Convex RegressionMar 30, 2026Minimum Norm Interpolation via The Local Theory of Banach Spaces: The Role of $2$-Uniform ConvexityMar 13, 2019Optimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex RegressionFeb 26, 2024Debiased LASSO under Poisson-Gauss ModelMar 5, 2025Early-Stopped Mirror Descent for Linear Regression over Convex BodiesDec 12, 2019Double descent in the condition numberJan 17, 2025On the Optimality of Random Partial Sphere Coverings in High DimensionsJun 21, 2022Tyler's and Maronna's M-estimators: Non-Asymptotic Concentration ResultsFeb 9, 2019Space lower bounds for linear prediction in the streaming modelOct 14, 2024Convergence rates for estimating multivariate scale mixtures of uniform densitiesSep 29, 2025Specialization after Generalization: Towards Understanding Test-Time Training in Foundation ModelsMay 21, 2019Intrinsic and Dual Volume Deviations of Convex Bodies and PolytopesDec 7, 2020A bounded-noise mechanism for differential privacyJun 3, 2020Convex Regression in Multidimensions: Suboptimality of Least Squares EstimatorsOct 17, 2025Revisiting Knowledge Distillation: The Hidden Role of Dataset Size