427 citations · 486 across the 5 of their papers we have counts for
7 papers
Matrix Product State for Higher-Order Tensor Compression and Classification
Johann A. Bengua, Ho N. Phien, Hoang D. Tuan +1
This paper introduces matrix product state (MPS) decomposition as a new and systematic method to compress multidimensional data represented by higher-order tensors. It solves two m…
Concatenated image completion via tensor augmentation and completion
Johann A. Bengua, Hoang D. Tuan, Ho N. Phien +1
This paper proposes a novel framework called concatenated image completion via tensor augmentation and completion (ICTAC), which recovers missing entries of color images with high…
Efficient tensor completion for color image and video recovery: Low-rank tensor train
Johann A. Bengua, Ho N. Phien, Hoang D. Tuan +1
This paper proposes a novel approach to tensor completion, which recovers missing entries of data represented by tensors. The approach is based on the tensor train (TT) rank, which…
Two-hop Power-Relaying for Linear Wireless Sensor Networks
Johann A. Bengua, Hoang D. Tuan, Ho N. Phien +1
This paper presents two-hop relay gain-scheduling control in a Wireless Sensor Network to estimate a static target prior characterized by Gaussian probability distribution. The tar…
Efficient tensor completion: Low-rank tensor train
Ho N. Phien, Hoang D. Tuan, Johann A. Bengua +1
This paper proposes a novel formulation of the tensor completion problem to impute missing entries of data represented by tensors. The formulation is introduced in terms of tensor…
The iPEPS algorithm, improved: fast full update and gauge fixing
Ho N. Phien, Johann A. Bengua, Hoang D. Tuan +2
The infinite Projected Entangled Pair States (iPEPS) algorithm [J. Jordan et al, PRL 101, 250602 (2008)] has become a useful tool in the calculation of ground state properties of 2…