Chafik Samir

Manifold-Based Inference for a Supervised Gaussian Process Classifier

One of the challenging classification problems consists of learning relevant and meaningful relationships between high dimensional representations across a relatively few observed individuals. Since this problem could have drastic effects on the classification performance, we propose a Bayesian alte…