20250112 Tvbo_tmlr
Pleased to announce that our latest paper, Event-Triggered Time-Varying Bayesian Optimization, is published in the Transactions on Machine Learning Research.
This work introduces ET-GP-UCB, an algorithm that adaptively resets its optimization process in response to changes in a time-varying objective function, achieving efficient performance without prior knowledge of change rates.