An SDE for Modeling SAM: Theory and InsightsInternational Conference on Machine Learning (ICML), 2023 |
Combining resampling and reweighting for faithful stochastic
optimizationCommunications in Mathematical Sciences (CMS), 2021 |
Partial local entropy and anisotropy in deep weight spacesPhysical Review E (PRE), 2020 |
Understanding the Role of Training Regimes in Continual LearningNeural Information Processing Systems (NeurIPS), 2020 |