Doubly Robust Instance-Reweighted Adversarial TrainingInternational Conference on Learning Representations (ICLR), 2023 |
Stability and Generalization of Stochastic Compositional Gradient
Descent AlgorithmsInternational Conference on Machine Learning (ICML), 2023 |
Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and
Personalized Federated LearningJournal of machine learning research (JMLR), 2021 |
Are we Forgetting about Compositional Optimisers in Bayesian
Optimisation?Journal of machine learning research (JMLR), 2020 |
Solving Stochastic Compositional Optimization is Nearly as Easy as
Solving Stochastic OptimizationIEEE Transactions on Signal Processing (TSP), 2020 |