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stat.ML2022★ 5 cited
R-MBO: A Multi-surrogate Approach for Preference Incorporation in Multi-objective Bayesian Optimisation
Tinkle Chugh
Many real-world multi-objective optimisation problems rely on computationally expensive function evaluations. Multi-objective Bayesian optimisation (BO) can be used to alleviate th…
stat.ML2022
Wind Farm Layout Optimisation using Set Based Multi-objective Bayesian Optimisation
Tinkle Chugh, Endi Ymeraj
Wind energy is one of the cleanest renewable electricity sources and can help in addressing the challenge of climate change. One of the drawbacks of wind-generated energy is the la…