Multitask Gaussian Process with Hierarchical Latent Interactions

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Multitask Gaussian Process with Hierarchical Latent Interactions

3 August 2018

Twan van Laarhoven

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Papers citing "Multitask Gaussian Process with Hierarchical Latent Interactions"

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Title
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems Zhidi Lin Ying Li Feng Yin Juan Maroñas Alexandre Thiéry 128 0 0 24 Mar 2025
Recent Advances in Data-Driven Wireless Communication Using Gaussian Processes: A Comprehensive Survey Kai Chen Qinglei Kong Yijue Dai Yue Xu Feng Yin Lexi Xu Shuguang Cui 90 30 0 18 Mar 2021
Gaussian Processes with Skewed Laplace Spectral Mixture Kernels for Long-term Forecasting Kai Chen Twan van Laarhoven E. Marchiori AI4TS 73 8 0 08 Nov 2020
Scalable Learning Paradigms for Data-Driven Wireless Communication Yue Xu Feng Yin Wenjun Xu Chia-han Lee Jiaru Lin Shuguang Cui 57 26 0 01 Mar 2020
Wireless Traffic Prediction with Scalable Gaussian Process: Framework, Algorithms, and Verification Yue Xu Feng Yin Wenjun Xu Jiaru Lin Shuguang Cui 72 99 0 13 Feb 2019
Multi-Output Convolution Spectral Mixture for Gaussian Processes Kai Chen Twan van Laarhoven P. Groot Jinsong Chen E. Marchiori 60 11 0 07 Aug 2018
Fast Kernel Approximations for Latent Force Models and Convolved Multiple-Output Gaussian processes Cristian Guarnizo Lemus Mauricio A. Alvarez 58 15 0 18 May 2018
Spectral Mixture Kernels for Multi-Output Gaussian Processes Gabriel Parra Felipe A. Tobar 41 79 0 05 Sep 2017
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier Joseph D. Futoma S. Hariharan Katherine A. Heller 58 173 0 13 Jun 2017
GPflow: A Gaussian process library using TensorFlow A. G. Matthews Mark van der Wilk T. Nickson Keisuke Fujii A. Boukouvalas Pablo León-Villagrá Zoubin Ghahramani J. Hensman GP 78 666 0 27 Oct 2016
Gaussian Process Kernels for Pattern Discovery and Extrapolation A. Wilson Ryan P. Adams GP 81 609 0 18 Feb 2013
Gaussian Process Regression Networks A. Wilson David A. Knowles Zoubin Ghahramani GP BDL 134 192 0 19 Oct 2011
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 210 929 0 30 Jun 2011