Zebang Shen 沈泽邦
University of Pennsylvania
H-index: 13
North America-United States
Top articles of Zebang Shen 沈泽邦
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Entropy-dissipation Informed Neural Network for McKean-Vlasov Type PDEs | Zebang Shen Zhenfu Wang | 2023/2 | |
Share your representation only: Guaranteed improvement of the privacy-utility tradeoff in federated learning | Zebang Shen Jiayuan Ye Anmin Kang Hamed Hassani Reza Shokri | 2023/2/1 | |
CDMA: a practical cross-device federated learning algorithm for general minimax problems | Proceedings of the AAAI Conference on Artificial Intelligence | Jiahao Xie Chao Zhang Zebang Shen Weijie Liu Hui Qian | 2023/6/26 |
From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs | Proceedings of the AAAI Conference on Artificial Intelligence | Weijie Liu Hui Qian Chao Zhang Jiahao Xie Zebang Shen | 2022/6/28 |
Straggler-resilient personalized federated learning | arXiv preprint arXiv:2206.02078 | Isidoros Tziotis Zebang Shen Ramtin Pedarsani Hamed Hassani Aryan Mokhtari | 2022/6/5 |
Self-Consistency of the Fokker-Planck Equation | Zebang Shen Zhenfu Wang Satyen Kale Alejandro Ribeiro Amin Karbasi | 2022/6 | |
Federated functional gradient boosting | Zebang Shen Hamed Hassani Satyen Kale Amin Karbasi | 2022/5/3 | |
An agnostic approach to federated learning with class imbalance | Zebang Shen Juan Cervino Hamed Hassani Alejandro Ribeiro | 2021/10/6 | |
A hybrid stochastic gradient hamiltonian monte carlo method | Proceedings of the AAAI Conference on Artificial Intelligence | Chao Zhang Zhijian Li Zebang Shen Jiahao Xie Hui Qian | 2021/5/18 |
Efficient cross-device federated learning algorithms for minimax problems | arXiv preprint arXiv:2105.14216 | Jiahao Xie Chao Zhang Zebang Shen Weijie Liu Hui Qian | 2021 |
Accelerating Stratified Sampling SGD by Reconstructing Strata. | Weijie Liu Hui Qian Chao Zhang Zebang Shen Jiahao Xie | 2021/1/7 | |
One sample stochastic frank-wolfe | Mingrui Zhang Zebang Shen Aryan Mokhtari Hamed Hassani Amin Karbasi | 2020/6/3 | |
Aggregated Gradient Langevin Dynamics | Proceedings of the AAAI Conference on Artificial Intelligence | Chao Zhang Jiahao Xie Zebang Shen Peilin Zhao Tengfei Zhou | 2020/4/3 |
Efficient projection-free online methods with stochastic recursive gradient | Proceedings of the AAAI Conference on Artificial Intelligence | Jiahao Xie Zebang Shen Chao Zhang Boyu Wang Hui Qian | 2020/4/3 |
Stochastic conditional gradient++:(non) convex minimization and continuous submodular maximization | SIAM Journal on Optimization | Hamed Hassani Amin Karbasi Aryan Mokhtari Zebang Shen | 2020 |
Sinkhorn barycenter via functional gradient descent | Advances in Neural Information Processing Systems | Zebang Shen Zhenfu Wang Alejandro Ribeiro Hamed Hassani | 2020 |
Sinkhorn natural gradient for generative models | Advances in Neural Information Processing Systems | Zebang Shen Zhenfu Wang Alejandro Ribeiro Hamed Hassani | 2020 |
Safe learning under uncertain objectives and constraints | arXiv preprint arXiv:2006.13326 | Mohammad Fereydounian Zebang Shen Aryan Mokhtari Amin Karbasi Hamed Hassani | 2020/6/23 |
Co-Authors
