Lipschitz generative adversarial nets Z Zhou, J Liang, Y Song, L Yu, H Wang, W Zhang, Y Yu, Z Zhang International Conference on Machine Learning, 7584-7593, 2019 | 101 | 2019 |
Statistical estimation and online inference via local SGD X Li, J Liang, X Chang, Z Zhang Conference on Learning Theory, 1613-1661, 2022 | 21 | 2022 |
A statistical analysis of polyak-ruppert averaged q-learning X Li, W Yang, J Liang, Z Zhang, MI Jordan International Conference on Artificial Intelligence and Statistics, 2207-2261, 2023 | 12 | 2023 |
Online statistical inference for nonlinear stochastic approximation with markovian data X Li, J Liang, Z Zhang arXiv preprint arXiv:2302.07690, 2023 | 10 | 2023 |
Understanding the effectiveness of lipschitz-continuity in generative adversarial nets Z Zhou, Y Song, L Yu, H Wang, J Liang, W Zhang, Z Zhang, Y Yu arXiv preprint arXiv:1807.00751, 2018 | 7 | 2018 |
Statistical estimation and inference via local sgd in federated learning X Li, J Liang, X Chang, Z Zhang arXiv preprint arXiv:2109.01326, 2021 | 3 | 2021 |
Stochastic approximation mcmc, online inference, and applications in optimization of queueing systems X Li, J Liang, X Chen, Z Zhang arXiv preprint arXiv:2309.09545, 2023 | 2 | 2023 |
Estimation and Inference in Distributional Reinforcement Learning L Zhang, Y Peng, J Liang, W Yang, Z Zhang arXiv preprint arXiv:2309.17262, 2023 | 1 | 2023 |
Intervention Generative Adversarial Networks J Liang, L Zhang, C Zhang, Z Zhang arXiv preprint arXiv:2008.03712, 2020 | 1 | 2020 |
Gradient Tracking for High Dimensional Federated Optimization J Liang, Y Peng, Z Zhang arXiv preprint arXiv:2312.05590, 2023 | | 2023 |
Complete Asymptotic Analysis for Projected Stochastic Approximation and Debiased Variants J Liang, Y Han, X Li, Z Zhang 2023 59th Annual Allerton Conference on Communication, Control, and …, 2023 | | 2023 |
Asymptotic Behaviors and Phase Transitions in Projected Stochastic Approximation: A Jump Diffusion Approach J Liang, Y Han, X Li, Z Zhang arXiv preprint arXiv:2304.12953, 2023 | | 2023 |
Asymptotic behaviors of projected stochastic approximation: a jump diffusion perspective J Liang, Y Han, X Li, Z Zhang Advances in Neural Information Processing Systems 35, 34664-34676, 2022 | | 2022 |
Intervention Generative Adversarial Nets J Liang, L Zhang, C Zhang, Z Zhang | | |