4 citations · 10 across the 4 of their papers we have counts for
6 papers
Error rate control for classification rules in multiclass mixture models
Tristan Mary-Huard, Vittorio Perduca, Gilles Blanchard +1
In the context of finite mixture models one considers the problem of classifying as many observations as possible in the classes of interest while controlling the classification er…
Querying multiple sets of -values through composed hypothesis testing
Tristan Mary-Huard, Sarmistha Das, Indranil Mukhopadhyay +1
Motivation: Combining the results of different experiments to exhibit complex patterns or to improve statistical power is a typical aim of data integration. The starting point of t…
Theoretical analysis of cross-validation for estimating the risk of the k-Nearest Neighbor classifier
Alain Celisse, Tristan Mary-Huard
The present work aims at deriving theoretical guaranties on the behavior of some cross-validation procedures applied to the -nearest neighbors (NN) rule in the context of bin…
Estimating the number of change-points in a two-dimensional segmentation model without penalization
V. Brault, M. Delattre, E. Lebarbier +2
In computational biology, numerous recent studies have been dedicated to the analysis of the chromatin structure within the cell by two-dimensional segmentation methods. Motivated…
Structured Regularization for conditional Gaussian Graphical Models
Julien Chiquet, Tristan Mary-Huard, Stéphane Robin
Conditional Gaussian graphical models (cGGM) are a recent reparametrization of the multivariate linear regression model which explicitly exhibits the partial covariances betwe…
Risk Bounds for Embedded Variable Selection in Classification Trees
Servane Gey, Tristan Mary-Huard
The problems of model and variable selections for classification trees are jointly considered. A penalized criterion is proposed which explicitly takes into account the number of v…