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Oral
Wed Jul 11th 01:30 -- 01:50 PM @ A6
Data-Dependent Stability of Stochastic Gradient Descent
Ilja Kuzborskij · Christoph Lampert
Oral
Wed Jul 11th 01:50 -- 02:10 PM @ A6
Stability and Generalization of Learning Algorithms that Converge to Global Optima
Zachary Charles · Dimitris Papailiopoulos
Oral
Wed Jul 11th 02:10 -- 02:20 PM @ A6
Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces
Junhong Lin · Volkan Cevher
Oral
Wed Jul 11th 02:20 -- 02:30 PM @ A6
Dropout Training, Data-dependent Regularization, and Generalization Bounds
Wenlong Mou · Yuchen Zhou · Jun Gao · Liwei Wang