Search Results for author: Rashid Bakirov

Found 2 papers, 1 papers with code

On-the-fly learning of adaptive strategies with bandit algorithms

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.

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Automated Adaptation Strategies for Stream Learning

1 code implementation27 Dec 2018 Rashid Bakirov, Bogdan Gabrys, Damien Fay

Automation of machine learning model development is increasingly becoming an established research area.

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