Optimal discrimination designs

Optimal Estimation and Prediction for Dense Signals in High-Dimensional Linear Models

Optimal estimation of the mean function based on discretely sampled functional data: Phase transition

Optimal learning rates for Kernel Conjugate Gradient regression

Optimal model selection for density estimation of stationary data under various mixing conditions

Optimal model selection in density estimation

Optimal Multistage Sampling in a Boundary-Crossing Problem

Optimal oracle inequalities for model selection

Optimal oracle inequality for aggregation of classifiers under low noise condition

Optimal predictive model selection

Optimal properties of centroid-based classifiers for very high-dimensional data

Optimal properties of some Bayesian inferences

Optimal Proposal Design for Random Walk Type Metropolis Algorithms with Gaussian Random Field Priors

Optimal quantization applied to Sliced Inverse Regression

Optimal rank-based tests for homogeneity of scatter

Optimal rate of convergence for nonparametric change-point estimators for nonstationary sequences

Optimal rates and adaptation in the single-index model using aggregation

Optimal rates for plug-in estimators of density level sets

Optimal rates in the Bahadur-Kiefer representation for GARCH sequences

Optimal rates of aggregation in classification under low noise assumption