316 citations · 1.7k across the 39 of their papers we have counts for
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math.ST2017★ 3 cited
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection
Anderson Y. Zhang, Harrison H. Zhou
The mean field variational Bayes method is becoming increasingly popular in statistics and machine learning. Its iterative Coordinate Ascent Variational Inference algorithm has bee…
math.ST2017
Structured Matrix Estimation and Completion
Olga Klopp, Yu Lu, Alexandre B. Tsybakov +1
We study the problem of matrix estimation and matrix completion under a general framework. This framework includes several important models as special cases such as the gaussian mi…