GitHub

Tensor Principal Component Analysis

This repository contains MatLab code for creating empirical and simulation results reported in the paper Tensor Principal Component Analysis. Reference: Babii, Andrii, Eric Ghysels, and Junsu Pan.
GitHub

MATLAB & Python implementations of an exact, tensor-based MDP solver for life-cycle optimization of civil infrastructure

This repository provides MATLAB and Python implementations of an exact, tensor-based Markov Decision Process (MDP) solver. Standard dynamic programming solvers suffer from the curse of dimensionality, ...
IEEE

Re-LL1: An Effective Regularized (L,L,1)-Tensor Decomposition Method for Video Background Modeling and Foreground Separation

Abstract: In this paper, we proposed an efficient regularized (L,L,1)-decomposition method, called Re-LL1, to factorize a time-series tensor into block low-rank terms and sparse components. Re-LL1 ...
IEEE

Enhanced Temporal Interference Stimulation Modeling through Magnetic Resonance Conductivity Tensor Imaging

Abstract: Temporal interference stimulation (TIS) optimization relies on electric field inside brain, which could be calculated via electromagnetic simulation. Recently, isotropic conductivity models ...