no code implementations • ICML Workshop AutoML 2021 • Rashid Bakirov, Damien Fay, Bogdan Gabrys
In this work, we propose using multi-armed bandit algorithms for learning adaptive strategies from incrementally streaming data on-the-fly.
no code implementations • 14 May 2019 • Donya Rahmani, Damien Fay, Jacek Brodzki
This paper presents a novel time series clustering method, the self-organising eigenspace map (SOEM), based on a generalisation of the well-known self-organising feature map (SOFM).
1 code implementation • 27 Dec 2018 • Rashid Bakirov, Bogdan Gabrys, Damien Fay
Automation of machine learning model development is increasingly becoming an established research area.