Gaussian Process Regression with Grid Spectral Mixture Kernel: Distributed Learning for Multidimensional Data

Author:

Suwandi Richard Cornelius1,Lin Zhidi2,Sun Yiyong2,Wang Zhiguo3,Cheng Lei4,Yin Feng2

Affiliation:

1. School of Data Science, The Chinese University of Hong Kong,Shenzhen,China

2. School of Science and Engineering, The Chinese University of Hong Kong,Shenzhen,China

3. College of Mathematics, Sichuan University,Chengdu,China

4. College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China

Funder

Natural Science Foundation of China (NSFC)

Publisher

IEEE

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations;Signal Processing;2024-05

2. Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. Output-Dependent Gaussian Process State-Space Model;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

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