C. Bouveyron ,
P. A. Mattei,
Statistical analysis of high-dimensional data for classification, clustering, regression, and collaborative filtering, the study of sparse methods (lasso, elastic net, sparse Bayesian methods), probabilistic PCA (and mixtures thereof), nuclear norm penalisation. Labs in R and Python.
AI PhD Curriculum