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04/14/2022
Visualization for Epidemiological Modelling: Challenges, Solutions, Reflections Recommendations
We report on an ongoing collaboration between epidemiological modellers ...
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03/31/2022
MBORE: Multi-objective Bayesian Optimisation by Density-Ratio Estimation
Optimisation problems often have multiple conflicting objectives that ca...
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05/15/2020
Mixed-Initiative Procedural Content Generation using Level Design Patterns and Interactive Evolutionary Optimisation
An approach for building mixed-initiative tools for the procedural gener...
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02/05/2020
ε-shotgun: ε-greedy Batch Bayesian Optimisation
Bayesian optimisation is a popular, surrogate model-based approach for o...
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11/28/2019
Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation
The performance of acquisition functions for Bayesian optimisation is in...
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04/25/2019