| Adaptive personalized federated learning Y Deng, MM Kamani, M Mahdavi arXiv preprint arXiv:2003.13461, 2020 | 632 | 2020 |
| Distributionally Robust Federated Averaging Y Deng, MM Kamani, M Mahdavi Advances in Neural Information Processing Systems (NeurIPS), 2021 | 153 | 2021 |
| Local stochastic gradient descent ascent: Convergence analysis and communication efficiency Y Deng, M Mahdavi International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021 | 62 | 2021 |
| Local sgd optimizes overparameterized neural networks in polynomial time Y Deng, MM Kamani, M Mahdavi International Conference on Artificial Intelligence and Statistics (AISTATS …, 2022 | 15 | 2022 |
| Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems P Mahdavinia, Y Deng, H Li, M Mahdavi Advances in Neural Information Processing Systems (NeurIPS), 2022 | 12 | 2022 |
| Understanding Deep Gradient Leakage via Inversion Influence Functions H Zhang, J Hong, Y Deng, M Mahdavi, J Zhou Advances in Neural Information Processing Systems (NeurIPS), 2023 | 6 | 2023 |
| On the hardness of robustness transfer: A perspective from Rademacher complexity over symmetric difference hypothesis space Y Deng, N Gazagnadou, J Hong, M Mahdavi, L Lyu arXiv preprint arXiv:2302.12351, 2023 | 4 | 2023 |
| Distributed Personalized Empirical Risk Minimization Y Deng, MM Kamani, P Mahdavinia, M Mahdavi Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023 | 3 | 2023 |
| On the Generalization Ability of Unsupervised Pretraining Y Deng, J Hong, J Zhou, M Mahdavi International Conference on Artificial Intelligence and Statistics (AISTATS), 2024 | 1 | 2024 |
| Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation Y Deng, I Kuzborskij, M Mahdavi Advances in Neural Information Processing Systems (NeurIPS), 2023 | 1 | 2023 |
| Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees Y Deng, F Qiao, M Mahdavi arXiv preprint arXiv:2408.12505, 2024 | | 2024 |
| Collaborative Learning with Different Labeling Functions Y Deng, M Qiao International conference on machine learning (ICML), 2024 | | 2024 |
Mehrdad MahdaviAssociate Professor of Computer Science, Pennsylvania State UniversityVerified email at psu.edu
