SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling

Dehua Cheng, Richard Peng, Yan Liu, Ioakeim Perros. SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling. In Daniel D. Lee, Masashi Sugiyama, Ulrike V. Luxburg, Isabelle Guyon, Roman Garnett, editors, Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain. pages 721-729, 2016. [doi]

Abstract

Abstract is missing.