307 citations · 693 across the 70 of their papers we have counts for
Showing 2013 · stat.MLShow all
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stat.ML2013★ 3 cited
Flexible Low-Rank Statistical Modeling with Side Information
William Fithian, Rahul Mazumder
We propose a general framework for reduced-rank modeling of matrix-valued data. By applying a generalized nuclear norm penalty we can directly model low-dimensional latent variable…
stat.ML2013★ 11 cited
AdaBoost and Forward Stagewise Regression are First-Order Convex Optimization Methods
Robert M. Freund, Paul Grigas, Rahul Mazumder
Boosting methods are highly popular and effective supervised learning methods which combine weak learners into a single accurate model with good statistical performance. In this pa…