no code implementations • 14 Apr 2016 • Vincent Cottet, Pierre Alquier
We also study the performance of this variational approximation through PAC-Bayesian learning bounds.
no code implementations • 5 Jun 2014 • Pierre Alquier, Vincent Cottet, Nicolas Chopin, Judith Rousseau
While the behaviour of algorithms based on nuclear norm minimization is now well understood, an as yet unexplored avenue of research is the behaviour of Bayesian algorithms in this context.