papers
Publications (7)
cs.LG2018
Deep Compression of Sum-Product Networks on Tensor Networks
Ching-Yun Ko, Cong Chen, Yuke Zhang +2
math.NA2017
Computing low-rank approximations of large-scale matrices with the Tensor Network randomized SVD
Kim Batselier, Wenjian Yu, Luca Daniel +1
math.NA2016
Symmetric Tensor Decomposition by an Iterative Eigendecomposition Algorithm
Kim Batselier, Ngai Wong
math.NA2016
A constructive arbitrary-degree Kronecker product decomposition of tensors
Kim Batselier, Ngai Wong
math.NA2015
A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms
Kim Batselier, Haotian Liu, Ngai Wong
cs.LG2017
Parallelized Tensor Train Learning of Polynomial Classifiers
Zhongming Chen, Kim Batselier, Johan A. K. Suykens +1
cs.CV2018
Matrix Product Operator Restricted Boltzmann Machines
Cong Chen, Kim Batselier, Ching-Yun Ko +1