 Sharpness-Aware Minimization with Adaptive Regularization for Training
Deep Neural NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
 Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex ConversionInternational Conference on Machine Learning (ICML), 2023 |
 Target-based Surrogates for Stochastic OptimizationInternational Conference on Machine Learning (ICML), 2023 |
 An Optimization Framework for Federated Edge LearningIEEE Transactions on Wireless Communications (IEEE TWC), 2021 |
 On the Convergence of Step Decay Step-Size for Stochastic OptimizationNeural Information Processing Systems (NeurIPS), 2021 |
