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Safe Bayesian Optimization

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Hi there! I'm trying to replicate the result of SafeOpt on the MovieLen 100k dataset and use it as a baseline for my class project. I tried to follow the...

![grafik](https://user-images.githubusercontent.com/1822491/97196157-6fa79700-17ac-11eb-9126-940ab900535a.png) (Only boundaries for GP changed in the 2 plots) Do you have any hints how a change in the boundaries effect exploration that much? Our understanding was, that boundaries...