281 citations · 1.3k across the 71 of their papers we have counts for
3 papers · 1 filter
Jointly Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN)
Neil Zhenqiang Gong, Ameet Talwalkar, Lester Mackey +6
The effects of social influence and homophily suggest that both network structure and node attribute information should inform the tasks of link prediction and node attribute infer…
Combinatorial clustering and the beta negative binomial process
Tamara Broderick, Lester Mackey, John Paisley +1
We develop a Bayesian nonparametric approach to a general family of latent class problems in which individuals can belong simultaneously to multiple classes and where each class ca…
Distributed Matrix Completion and Robust Factorization
Lester Mackey, Ameet Talwalkar, Michael I. Jordan
If learning methods are to scale to the massive sizes of modern datasets, it is essential for the field of machine learning to embrace parallel and distributed computing. Inspired…