115 citations · 816 across the 62 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 1 cited
Statistical Query Algorithms for Mean Vector Estimation and Stochastic Convex Optimization
Vitaly Feldman, Cristobal Guzman, Santosh Vempala
Stochastic convex optimization, where the objective is the expectation of a random convex function, is an important and widely used method with numerous applications in machine lea…
cs.LG2015★ 98 cited
Generalization in Adaptive Data Analysis and Holdout Reuse
Cynthia Dwork, Vitaly Feldman, Moritz Hardt +3
Overfitting is the bane of data analysts, even when data are plentiful. Formal approaches to understanding this problem focus on statistical inference and generalization of individ…