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Pierre Alquier

Inverse Problems and High-Dimensional Estimation
Approximate Bayesian Inference
User-friendly Introduction to PAC-Bayes Bounds
Inverse Problems and High-Dimensional Estimation Stats in the Château Summer School, August 31 - September 4, 2009