Talks

Mar 1

Dec 6	\|	Gaussian Processes in Machine Learning Probabilistic Techniques in Analysis: Spaces of Holomorphic Functions, Sirius Mathematics Center Slides
Dec 1	\|	Gaussian Processes for modeling functions with non-Euclidean domains Methods of Machine Learning Research Seminar, Tübingen, Germany Slides
Oct 27	\|	Gaussian process priors for functions with non-Euclidean domains Statistics, Artificial Intelligence, Machine Learning, Probability, Learning Theory Event (SAMPLE) Slides (in Russian)
Aug 10	\|	Gaussian Processes for Non-Euclidean Domains and Efficient algorithms for Them Conference of International Mathematical Centres in Sirius Educational Centre in Sochi Slides (in Russian)
Jul 15	\|	Gaussian Processes on Riemannian Manifolds for Robotics Workshop on Geometry and Topology in Robotics: Learning, Optimization, Planning, and Control Slides Video
May 12	\|	Gaussian process priors for functions with non-Euclidean domain New Frontiers in High-Dimensional Probability and Applications to Machine Learning Slides
Feb 1	\|	Mini-course on Gaussian random fields in machine learning HSE and SPbU Joint Winter School in Мathematics and Theoretical Computer Science Slides Video 1 (Overview) Video 2 (Introduction to GPR) Video 3 (Efficient algorithms)
Jan 22	\|	Matérn Gaussian Processes on Riemannian Manifolds Laboratory of applied research Skoltech-Sberbank Slides