MCTS-transfer uses Monte Carlo tree search to partition the search space and adaptively reweight source-task data for faster Bayesian optimization on new tasks.
Initializing Bayesian hyperparam- eter optimization via meta-learning
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Monte Carlo Tree Search based Space Transfer for Black-box Optimization
MCTS-transfer uses Monte Carlo tree search to partition the search space and adaptively reweight source-task data for faster Bayesian optimization on new tasks.