Lazy stochastic principal component analysis

Michael Wojnowicz, Dinh Nguyen, Li Li +1

Stochastic principal component analysis (SPCA) has become a popular dimensionality reduction strategy for large, high-dimensional datasets. We derive a simplified algorithm, called…