21 citations · 129 across the 26 of their papers we have counts for
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cs.DM2016
How Well Do Local Algorithms Solve Semidefinite Programs?
Zhou Fan, Andrea Montanari
Several probabilistic models from high-dimensional statistics and machine learning reveal an intriguing --and yet poorly understood-- dichotomy. Either simple local algorithms succ…
stat.ME2016★ 2 cited
Regularization for supervised learning via the "hubNet" procedure
Leying Guan, Zhou Fan, Robert Tibshirani
We propose a new method for supervised learning. The hubNet procedure fits a hub-based graphical model to the predictors, to estimate the amount of "connection" that each predictor…