Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis

Sangil Han, Kyoowon Kim, Sungkyu Jung

The singular value decomposition (SVD) is a crucial tool in machine learning and statistical data analysis. However, it is highly susceptible to outliers in the data matrix. Existi…