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cs.LG2022
High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series
Yuyang Chen, Kaiming Bi, Chih-Hang J. Wu +2
Bayesian Optimization algorithm has become a promising approach for nonlinear global optimization problems and many machine learning applications. Over the past few years, improvem…
cs.LG2021
High dimensional Bayesian Optimization Algorithm for Complex System in Time Series
Yuyang Chen, Kaiming Bi, Chih-Hang J. Wu +2
At present, high-dimensional global optimization problems with time-series models have received much attention from engineering fields. Since it was proposed, Bayesian optimization…