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20192022
most citedGreed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation

125 citations · 142 across the 4 of their papers we have counts for

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cs.LG2022★ 1 cited

MBORE: Multi-objective Bayesian Optimisation by Density-Ratio Estimation

George De Ath, Tinkle Chugh, Alma A. M. Rahat

Optimisation problems often have multiple conflicting objectives that can be computationally and/or financially expensive. Mono-surrogate Bayesian optimisation (BO) is a popular mo…