1. Online learning for latent Dirichlet allocation;Hoffman,2010
2. Online variational inference for the hierarchical Dirichlet process;Wang,2011
3. Online learning for matrix factorization and sparse coding;Mairal;J. Mach. Learn. Res.,2010
4. Learning evolving and emerging topics in social media: a dynamic NMF approach with temporal regularization;Saha,2012
5. A time-based collective factorization for topic discovery and monitoring in news;Vaca,2014