ENN surrogate replaces GPs in TuRBO, delivering O(N) scaling for fitting and acquisition and 10-100x faster proposals on large observation counts.
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Taking the GP Out of the Loop
ENN surrogate replaces GPs in TuRBO, delivering O(N) scaling for fitting and acquisition and 10-100x faster proposals on large observation counts.