J. Chen

Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks pdf

Jinghui Chen, Quanquan Gu, Quanquan Gu, 2018, IJCAI.

Efficient Robust Training via Backward Smoothing

Quanquan Gu, Yu Cheng, J. Chen, 2020, AAAI.

High Dimensional Multivariate Regression and Precision Matrix Estimation via Nonconvex Optimization

Quanquan Gu, J. Chen, Jinghui Chen, 2016, 1606.00832.

Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks

Jinghui Chen, Yuan Cao, Quanquan Gu, 2020, IJCAI.

Training Deep Neural Networks with Partially Adaptive Momentum

Jinghui Chen, Yuan Cao, Quanquan Gu, 2019 .

Communication-Efficient Adaptive Federated Learning

J. Chen, Yujia Wang, Lu Lin, 2022, 2205.02719.