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Title:Â Sequential Model-Based Optimization for Continuous Inputs with Finite Decision Space Abstract:Â Optimization using stochastic computer experiments is commonplace in engineering...
Title: Robust architectures, initialization, and training for deep neural networks via the adaptive basis interpretation Abstract: Deep neural networks (DNNs) hold intriguing potential for...
Title: Methods for Joint Modeling in the Longitudinal Data Analysis Abstract We study statistical methods for joint modeling that accommodates the correlations among multiple longitudinal...
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