Stat-Th
Uniform Approximation of Vapnik-Chervonenkis Classes
Uniform Approximation and Bracketing Properties of VC classes
An Algorithm for Learning the Essential Graph
Sequential Quantile Prediction of Time Series
Analysis of a Random Forests Model
Comparing and interpolating distributions on manifold
Estimating the entropy of binary time series: Methodology, some theory and a simulation study
The emergence of French statistics. How mathematics entered the world of statistics in France during the 1920s
On bounds and algorithms for frequency synchronization for collaborative communication systems
Morphing Ensemble Kalman Filters
On the Distribution of Penalized Maximum Likelihood Estimators: The LASSO, SCAD, and Thresholding
Accuracy guarantees for L1-recovery
Statistical inference optimized with respect to the observed sample for single or multiple comparisons
Introduction to Graphical Modelling
Counting and Locating the Solutions of Polynomial Systems of Maximum Likelihood Equations, II: The Behrens-Fisher Problem
Convergence of adaptive mixtures of importance sampling schemes
Tight Sample Complexity of Large-Margin Learning
The Computational Complexity of Estimating Convergence Time
Parametric families on large binary spaces
A strong law for the rate of growth of long latency periods in cloud computing service
Regularization for Coxs proportional hazards model with NP-dimensionality
Enumerating Finitary Processes
