Unraveling model-agnostic meta-learning via the adaptation learning rate Y Zou, F Liu, Q Li International Conference on Learning Representations, 2021 | 7 | 2021 |
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality F Liu, H Yang, S Hayou, Q Li Transactions on Machine Learning Research 2022, 2022 | 6* | 2022 |
Data-free diversity-based ensemble selection for one-shot federated learning in machine learning model market N Wang, W Feng, F Liu, M Duan, SK Ng arXiv preprint arXiv:2302.11751, 2023 | 4 | 2023 |
Data-Free Diversity-Based Ensemble Selection for One-Shot Federated Learning N Wang, W Feng, M Duan, F Liu, SK Ng Transactions on Machine Learning Research, 2023 | 1 | 2023 |
Short optimization paths lead to good generalization F Liu, H Yang, Q Li | | 2021 |