Conference paper
Traffic management using RTEC in OWL 2 RL
Bernard Gorman, Jakub Marecek, et al.
ISWC 2014
Matrix completion under interval uncertainty can be cast as a matrix completion problem with element-wise box constraints. We present an efficient alternating-direction parallel coordinate-descent method for the problem. We show that the method outperforms any other known method on a benchmark in image in-painting in terms of signal-to-noise ratio, and that it provides high-quality solutions for an instance of collaborative filtering with 100,198,805 recommendations within 5 minutes on a single personal computer.
Bernard Gorman, Jakub Marecek, et al.
ISWC 2014
Mikhail Krechetov, Jakub Marecek, et al.
IJCAI 2019
Mark Kozdoba, Jakub Marecek, et al.
AAAI 2019
Claudio Gambella, Jakub Marecek, et al.
Allerton 2019