Conference paper
On classical control and smart cities
André R. Fioravanti, Jakub Marecek, et al.
CDC 2017
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.
André R. Fioravanti, Jakub Marecek, et al.
CDC 2017
Jing Xu, Jakub Marecek
Allerton 2018
Jakub Marecek, Martin Mevissen, et al.
PSCC 2016
Lam Nguyen, Phuong Ha Nguyen, et al.
ICML 2018