🏢 IC, EPFL
This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization
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AI Generated
Machine Learning
Optimization
🏢 IC, EPFL
W-DBO efficiently tackles stale data in dynamic Bayesian Optimization by leveraging a novel Wasserstein distance-based criterion to remove irrelevant observations, maintaining high sampling frequency …