Inconsistency, Instability, and Generalization Gap of Deep Neural
Network TrainingNeural Information Processing Systems (NeurIPS), 2023 Rie Johnson Tong Zhang |
Target-based Surrogates for Stochastic OptimizationInternational Conference on Machine Learning (ICML), 2023 |
A general class of surrogate functions for stable and efficient
reinforcement learningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Sharan Vaswani Olivier Bachem Simone Totaro Robert Mueller Shivam Garg Matthieu Geist Marlos C. Machado Pablo Samuel Castro Nicolas Le Roux |
LocoProp: Enhancing BackProp via Local Loss OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |