Search Results for author: Mingye Zhu

Found 2 papers, 1 papers with code

Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression

1 code implementation16 Jun 2021 Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting

Inspired by recent advances in the field of expert-based approximations of Gaussian processes (GPs), we present an expert-based approach to large-scale multi-output regression using single-output GP experts.

Gaussian Processes regression

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