Advanced Topics in Machine Learning

The course will expose students to cutting edge research problems in several areas of machine learning: bayesian machine learning, variational inference, theory of neural networks, unsupervised learning. The student will learn some current trends in machine learning research and will be able to explore advanced literature in the area. The course is thought as an introduction to research in the field of Machine Learning.