
Balancing information acquisition for current and future tasks improves optimization efficiency.


coremsg

multi-fidelity-bayesian-optimization-with-transferable-max-value-entropy-search


Multi-Fidelity Bayesian Optimization With Transferable Max-Value Entropy Search



Thompson sampling with epsilon-greedy policy enhances Bayesian optimization by balancing exploration and exploitation.



Epsilon-Greedy Thompson Sampling to Improve Bayesian Optimization
