48 citations · 79 across the 4 of their papers we have counts for
4 papers
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations
Chao Li, Junhua Zeng, Chunmei Li +2
Tensor network (TN) is a powerful framework in machine learning, but selecting a good TN model, known as TN structure search (TN-SS), is a challenging and computationally intensive…
Robust Low-Tubal-rank tensor recovery Using Discrete Empirical Interpolation Method with Optimized Slice/Feature Selection
Salman Ahmadi-Asl, Anh-Huy Phan, Cesar F. Caiafa +1
In this paper, we extend the Discrete Empirical Interpolation Method (DEIM) to the third-order tensor case based on the t-product and use it to select important/ significant latera…
Stable, Robust and Super Fast Reconstruction of Tensors Using Multi-Way Projections
Cesar F. Caiafa, Andrzej Cichocki
In the framework of multidimensional Compressed Sensing (CS), we introduce an analytical reconstruction formula that allows one to recover an th-order $(I_1\times I_2\times \cdo…
A new catalog of HI supershell candidates in the outer part of the Galaxy
L. A. Suad, C. F. Caiafa, E. M. Arnal +1
The main goal of this work is to a have a new neutral hydrogen HI supershell candidates catalog to analyze their spatial distribution in the Galaxy and to carry out a statistical s…