Rademacher complexities

New learning procedure achieves universal sample complexity bounds

Researchers have developed a new learning procedure that can achieve state-of-the-art sample complexity bounds in convex learning problems, even in heavy-tailed scenarios. This method utilizes optimal mean estimation te…