Gabrys, Bogdan

5 publications

FnTML 2024 Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
FnTML 2024 AutonoML: Towards an Integrated Framework for Autonomous Machine Learning David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
MLJ 2021 Automated Adaptation Strategies for Stream Learning Rashid Bakirov, Damien Fay, Bogdan Gabrys
ICMLW 2021 On-the-Fly Learning of Adaptive Strategies with Bandit Algorithms Rashid Bakirov, Damien Fay, Bogdan Gabrys
AutoML 2016 Adapting Multicomponent Predictive Systems Using Hybrid Adaptation Strategies with Auto-WEKA in Process Industry Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys