Generalization Bounds for Gradient Methods via Discrete and Continuous Prior

Xuanyuan Luo, Luo Bei, Jian Li

Proving algorithm-dependent generalization error bounds for gradient-type optimization methods has attracted significant attention recently in learning theory. However, most existi…