511 citations · 3.1k across the 65 of their papers we have counts for
Showing 2014 · stat.MEShow all
2 papers · 2 filters
stat.ME2014★ 307 cited
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares
Trevor Hastie, Rahul Mazumder, Jason Lee +1
The matrix-completion problem has attracted a lot of attention, largely as a result of the celebrated Netflix competition. Two popular approaches for solving the problem are nuclea…
stat.ME2014★ 79 cited
Exact Post Model Selection Inference for Marginal Screening
Jason D Lee, Jonathan E Taylor
We develop a framework for post model selection inference, via marginal screening, in linear regression. At the core of this framework is a result that characterizes the exact dist…