DeltaBO achieves a regret bound of order O(sqrt(T (T/N + gamma_delta))) for Bayesian optimization with knowledge transfer by modeling uncertainty on the difference function delta between source and target tasks.
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Provable Accelerated Bayesian Optimization with Knowledge Transfer
DeltaBO achieves a regret bound of order O(sqrt(T (T/N + gamma_delta))) for Bayesian optimization with knowledge transfer by modeling uncertainty on the difference function delta between source and target tasks.