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02/22/2020
Optimistic bounds for multi-output prediction
We investigate the challenge of multi-output learning, where the goal is...
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03/01/2018
The K-Nearest Neighbour UCB algorithm for multi-armed bandits with covariates
In this paper we propose and explore the k-Nearest Neighbour UCB algorit...
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03/01/2018
Diversity and degrees of freedom in regression ensembles
Ensemble methods are a cornerstone of modern machine learning. The perfo...
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03/01/2018