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cs.LG2021★ 1 cited
What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation?
Clym Stock-Williams, Tinkle Chugh, Alma Rahat +1
Performing multi-objective Bayesian optimisation by scalarising the objectives avoids the computation of expensive multi-dimensional integral-based acquisition functions, instead o…
cs.LG2019★ 1 cited
Recovering the parameters underlying the Lorenz-96 chaotic dynamics
Soukayna Mouatadid, Pierre Gentine, Wei Yu +1
Climate projections suffer from uncertain equilibrium climate sensitivity. The reason behind this uncertainty is the resolution of global climate models, which is too coarse to res…