Lam Nguyen, Phuong Ha Nguyen, et al.
ICML 2018
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.
Lam Nguyen, Phuong Ha Nguyen, et al.
ICML 2018
Mikhail Krechetov, Jakub Marecek, et al.
IJCAI 2019
Albert Akhriev, Jakub Marecek, et al.
AAAI 2020
Matheus Souza, Wynita M. Griggs, et al.
ITSC 2018