Tensor Regression Meets Gaussian Processes

Tensor Regression Meets Gaussian Processes

31 October 2017

Yan Liu

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Papers citing "Tensor Regression Meets Gaussian Processes"

15 / 15 papers shown

Title
Efficient Decision Trees for Tensor Regressions Hengrui Luo Akira Horiguchi Li Ma 58 4 0 04 Aug 2024
Gaussian Process Model with Tensorial Inputs and Its Application to the Design of 3D Printed Antennas Xi Chen Yashika Sharma Hao Helen Zhang Xin Hao Qiang Zhou 27 0 0 19 Jul 2024
Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains Haitao Liu Kai Wu Yew-Soon Ong Chao Bian Xiaomo Jiang Xiaofang Wang 69 8 0 25 Feb 2022
Scalable Multi-Task Gaussian Processes with Neural Embedding of Coregionalization Haitao Liu Jiaqi Ding Xinyu Xie Xiaomo Jiang Yusong Zhao Xiaofang Wang BDL 55 17 0 20 Sep 2021
Scalable Spatiotemporally Varying Coefficient Modelling with Bayesian Kernelized Tensor Regression Mengying Lei A. Labbe Lijun Sun 47 5 0 31 Aug 2021
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models Behnoush Khavari Guillaume Rabusseau 54 3 0 22 Jun 2021
Local approximate Gaussian process regression for data-driven constitutive laws: Development and comparison with neural networks J. Fuhg M. Marino N. Bouklas 67 61 0 07 May 2021
High-Dimensional Uncertainty Quantification via Tensor Regression with Rank Determination and Adaptive Sampling Zichang He Zheng Zhang 54 16 0 31 Mar 2021
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 102 30 0 18 Mar 2021
Adaptive Learning of Tensor Network Structures Meraj Hashemizadeh M. Liu Jacob Miller Guillaume Rabusseau 44 8 0 12 Aug 2020
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis Jung Yeon Park K. T. Carr Stephan Zhang Yisong Yue Rose Yu 107 14 0 13 Feb 2020
Fast and Scalable Estimator for Sparse and Unit-Rank Higher-Order Regression Models Jiaqi Zhang Beilun Wang 53 0 0 29 Nov 2019
Non-parametric Probabilistic Load Flow using Gaussian Process Learning Parikshit Pareek Chuan Wang H. Nguyen 38 5 0 08 Nov 2019
Time-varying Autoregression with Low Rank Tensors K. Harris Aleksandr Aravkin Rajesh P. N. Rao Bingni W. Brunton AI4TS 60 20 0 21 May 2019
PASTA: A Parallel Sparse Tensor Algorithm Benchmark Suite Jiajia Li Yuchen Ma Xiaolong Wu Ang Li Kevin J. Barker 35 18 0 08 Feb 2019