126 citations · 457 across the 23 of their papers we have counts for
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stat.ML2014
Nonparametric Latent Tree Graphical Models: Inference, Estimation, and Structure Learning
Le Song, Han Liu, Ankur Parikh +1
Tree structured graphical models are powerful at expressing long range or hierarchical dependency among many variables, and have been widely applied in different areas of computer…
cs.LG2014
Infinite Mixed Membership Matrix Factorization
Avneesh Saluja, Mahdi Pakdaman, Dongzhen Piao +1
Rating and recommendation systems have become a popular application area for applying a suite of machine learning techniques. Current approaches rely primarily on probabilistic int…