Analyzing the Generalization Capability of SGLD Using Properties of Gaussian Channels

Hao Wang 0063, Yizhe Huang, Rui Gao, Flávio P. Calmon. Analyzing the Generalization Capability of SGLD Using Properties of Gaussian Channels. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 24222-24234, 2021. [doi]

Abstract

Abstract is missing.