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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