Department of Computer Science, Carnegie Mellon University & Bosch Center for AI, Pittsburgh, PA; Department of Computer Science, Carnegie Mellon University, Pittsburgh, PA
Vaishnavh Nagarajan, Zico Kolter
generalization;PAC-Bayes;SGD;learning theory;implicit regularization
Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience