We extend Bayesian optimization (BO) by user priors over promising regions of the search space. This expert-guided BO is up to 12x faster than vanilla BO and allows DL experts with little compute to embrace BO. https://t.co/5TIYX5OtKp, with Carl, Danny,@LindauerMarius,@luiginardi
Hooray, we got 5/5 submissions accepted at #ICLR2022. Congratulations to all my wonderful students and collaborators. A brief overview of our papers below: