Robust Partial Least Squares Using Low Rank and Sparse Decomposition

Farwa Abbas, Hussain Ahmad

This paper proposes a framework for simultaneous dimensionality reduction and regression in the presence of outliers in data by applying low-rank and sparse matrix decomposition. F…