Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data

no code implementations • 22 Jan 2021 • M. Nazareth da Costa, R. Attux, A. Cichocki, J. M. T. Romano

We show that the weights of a multidimensional regression model can be learned by means of TT network and the optimization of TT weights is a more robust to the impact of coefficient initialization and hyper-parameter setting.

Tensor Networks Time Series +1