| Distributed training with heterogeneous data: Bridging median-and mean-based algorithms X Chen, T Chen, H Sun, SZ Wu, M Hong Advances in Neural Information Processing Systems 33, 21616-21626, 2020 | 66 | 2020 |
| Hessian based analysis of sgd for deep nets: Dynamics and generalization X Li, Q Gu, Y Zhou, T Chen, A Banerjee Proceedings of the 2020 SIAM International Conference on Data Mining, 190-198, 2020 | 51 | 2020 |
| Early stopping for deep image prior H Wang, T Li, Z Zhuang, T Chen, H Liang, J Sun arXiv preprint arXiv:2112.06074, 2021 | 47 | 2021 |
| Stability based generalization bounds for exponential family langevin dynamics A Banerjee, T Chen, X Li, Y Zhou International Conference on Machine Learning, 1412-1449, 2022 | 11 | 2022 |
| De-randomized pac-bayes margin bounds: Applications to non-convex and non-smooth predictors A Banerjee, T Chen, Y Zhou arXiv preprint arXiv:2002.09956, 2020 | 8 | 2020 |
