11 citations · 51 across the 24 of their papers we have counts for
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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…
math.OC2013★ 6 cited
New Analysis and Results for the Frank-Wolfe Method
Robert M. Freund, Paul Grigas
We present new results for the Frank-Wolfe method (also known as the conditional gradient method). We derive computational guarantees for arbitrary step-size sequences, which are t…