Machine Learning · Statistics
An Efficient Approach to Regression Problems with Tensor Neural Networks
Yongxin Li, Yifan Wang, Zhongshuo Lin, Hehu Xie
2024-09-16
Numerical Analysis · Mathematics
Tensor Neural Network Interpolation and Its Applications
Yongxin Li, Zhongshuo Lin, Yifan Wang, Hehu Xie
2024-04-12
Numerical Analysis · Mathematics
Arithmetic circuit tensor networks, multivariable function representation, and high-dimensional integration
Ruojing Peng, Johnnie Gray, Garnet Kin-Lic Chan
2022-09-16
Strongly Correlated Electrons · Physics
Monte Carlo Tensor Network Renormalization
William Huggins, C. Daniel Freeman, Miles Stoudenmire, Norm M. Tubman +1
2017-10-12
Applications · Statistics
An Augmented Regression Model for Tensors with Missing Values
Feng Wang, Mostafa Reisi Gahrooei, Zhen Zhong, Tao Tang +1
2020-08-18
Emerging Technologies · Computer Science
High-order tensor flow processing using integrated photonic circuits
Shaofu Xu, Jing Wang, Sicheng Yi, Weiwen Zou
2023-01-11
Statistical Mechanics · Physics
Integrating Neural Networks and Tensor Networks for Computing Free Energy
Hanyan Cao, Yijia Wang, Feng Pan, Pan Zhang
2025-04-17
Machine Learning · Computer Science
Neural Importance Sampling
Thomas Müller, Brian McWilliams, Fabrice Rousselle, Markus Gross +1
2019-09-04
Numerical Analysis · Mathematics
Tensor neural networks for high-dimensional Fokker-Planck equations
Taorui Wang, Zheyuan Hu, Kenji Kawaguchi, Zhongqiang Zhang +1
2024-11-04
Statistical Mechanics · Physics
A rejection-free Monte Carlo method for the hard-disk system
H. Watanabe, S. Yukawa, M. A. Novotny, N. Ito
2015-06-24