This package contains a MATLAB implementation of the algorithm presented in the report "A Dual Framework for Trace Norm Regularized Low-rank Tensor Completion" by Madhav Nimishakavi, Pratik Jawanpuria ...

Abstract: We present a supervised model for tensor dimensionality reduction, which is called large margin low rank tensor analysis (LMLRTA). In contrast to traditional vector representation-based ...

Abstract: This monograph builds on Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions by discussing tensor network models for ...

This package contains a MATLAB implementation of the algorithm presented in the report "A Dual Framework for Trace Norm Regularized Low-rank Tensor Completion" by Madhav Nimishakavi, Pratik Jawanpuria ...