Stat-Ml
New Results for the MAP Problem in Bayesian Networks
Uniform Approximation of Vapnik-Chervonenkis Classes
Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases
Uniform Approximation and Bracketing Properties of VC classes
An empirical comparative study of approximate methods for binary graphical models; application to the search of associations among causes of death in French death certificates
A state-space mixed membership blockmodel for dynamic network tomography
Principal Component Analysis with Contaminated Data: The High Dimensional Case
Efficient Bayesian Community Detection using Non-negative Matrix Factorisation
Clustering Stability: An Overview
Reduced Rank Vector Generalized Linear Models for Feature Extraction
Euclidean Distances, soft and spectral Clustering on Weighted Graphs
Analysis of a Random Forests Model
Theory of spike timing based neural classifiers
Ecological non-linear state space model selection via adaptive particle Markov chain Monte Carlo (AdPMCMC)
Large Margin Multiclass Gaussian Classification with Differential Privacy
Infinite Hierarchical MMSB Model for Nested Communities/Groups in Social Networks
Maximum Likelihood Joint Tracking and Association in a Strong Clutter without Combinatorial Complexity
Exact block-wise optimization in group lasso and sparse group lasso for linear regression
Bayesian clustering in decomposable graphs
Temporal Link Prediction using Matrix and Tensor Factorizations
The predictability of letters in written english
An Introduction to Conditional Random Fields
