Search Results for author: Damien Fay

Found 3 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.

Model Selection

A self-organising eigenspace map for time series clustering

no code implementations14 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).

Clustering Time Series +3

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.

Model Selection

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