VecML Inc. www.vecml.com, Bellevue, WA 98004, USA; School of Intelligence Science and Technology, Nanjing University, Suzhou, 215163, China
Xiaotong Yuan, Ping Li
Uniform stability;Randomized learning algorithms;Confidence boosting;Generalization bounds;Stochastic gradient methods
$L_2$-Uniform Stability of Randomized Learning Algorithms: Sharper Generalization Bounds and Confidence Boosting