Author name: Michal Valko

arXiv:2605.03495v1 Announce Type: cross
Abstract: We develop graph-based methods for semi-supervised learning based on label propagation on a data similarity graph. When data is abundant or arrive in a stream, the problems of computation and data stor…

arXiv:2605.03493v1 Announce Type: cross
Abstract: The goal of this thesis is to investigate the structural properties of certain sequential problems in order to bring the solutions closer to a practical use. In the first part, we put a special emphasi…