Browsing Mathematics (Faculty of) by Subject "linear regression"
Now showing items 1-2 of 2
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Linearizing Contextual Multi-Armed Bandit Problems with Latent Dynamics
(University of Waterloo, 2022-02-10)In many real-world applications of multi-armed bandit problems, both rewards and observed contexts are often influenced by confounding latent variables which evolve stochastically over time. While the observed contexts and ... -
Transferring Pareto Frontiers across Heterogeneous Hardware Environments
(University of Waterloo, 2020-09-14)Configurable software systems provide options that affect functional and non-functional system properties. Selection of options forms system configurations with corresponding properties values. Nowadays configurable software ...