9 citations · 15 across the 2 of their papers we have counts for
2 papers
stat.ML2018★ 6 cited
Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression
Jeongyeol Kwon, Wei Qian, Constantine Caramanis +2
The Expectation-Maximization algorithm is perhaps the most broadly used algorithm for inference of latent variable problems. A theoretical understanding of its performance, however…
stat.ML2018★ 9 cited
Leave-one-out Approach for Matrix Completion: Primal and Dual Analysis
Lijun Ding, Yudong Chen
In this paper, we introduce a powerful technique based on Leave-one-out analysis to the study of low-rank matrix completion problems. Using this technique, we develop a general app…