Probabilistic models in noisy environments : and their application to a visual prosthesis for the blind

Simar Léopold استاد مشاور , Thiran Jean-Philippe استاد مشاور , Heskes Tom استاد راهنما

Latent variable models , Robustness to noise , Visual prosthesis , Nonparameteric density estimation , Optic nerve , Variational Bayes , Expectation-maximization , finite mixture models , Geodesics , Rehabilitation , Manifold constrained models , Regularization networks , Probabilistic graphical models , Bayesian learning