Search Results for author: Beilei Xu

Found 3 papers, 1 papers with code

Neural Process for Black-Box Model Optimization Under Bayesian Framework

no code implementations3 Apr 2021 Zhongkai Shangguan, Lei Lin, Wencheng Wu, Beilei Xu

In order to validate the benefits of NPBO, we compare NPBO with four benchmark approaches on a power system parameter optimization problem and a series of seven benchmark Bayesian optimization problems.

MCFlow: Monte Carlo Flow Models for Data Imputation

1 code implementation CVPR 2020 Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu, Edgar A. Bernal

We consider the topic of data imputation, a foundational task in machine learning that addresses issues with missing data.

Imputation

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