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Oral
Wed Jul 11 04:30 AM -- 04:50 AM (PDT) @ A6
Data-Dependent Stability of Stochastic Gradient Descent
Ilja Kuzborskij · Christoph H. Lampert
Oral
Wed Jul 11 04:50 AM -- 05:10 AM (PDT) @ A6
Stability and Generalization of Learning Algorithms that Converge to Global Optima
Zachary Charles · Dimitris Papailiopoulos
Oral
Wed Jul 11 05:10 AM -- 05:20 AM (PDT) @ A6
Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces
Junhong Lin · Volkan Cevher
Oral
Wed Jul 11 05:20 AM -- 05:30 AM (PDT) @ A6
Dropout Training, Data-dependent Regularization, and Generalization Bounds
Wenlong Mou · Yuchen Zhou · Jun Gao · Liwei Wang