Kai Zheng

According to our database, Kai Zheng authored at least 8 papers between 2017 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Combinatorial Semi-Bandit in the Non-Stationary Environment.

Wei Chen, Liwei Wang, Haoyu Zhao, Kai Zheng

CoRR, 2020

Locally Differentially Private (Contextual) Bandits Learning.

Kai Zheng, Tianle Cai, Weiran Huang, Zhenguo Li, Liwei Wang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On Layer Normalization in the Transformer Architecture.

Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, Tie-Yan Liu

Proceedings of the 37th International Conference on Machine Learning, 2020

(Locally) Differentially Private Combinatorial Semi-Bandits.

Xiaoyu Chen, Kai Zheng, Zixin Zhou, Yunchang Yang, Wei Chen, Liwei Wang

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Equipping Experts/Bandits with Long-term Memory.

Kai Zheng, Haipeng Luo, Ilias Diakonikolas, Liwei Wang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints.

Wenlong Mou, Liwei Wang, Xiyu Zhai, Kai Zheng

Proceedings of the Conference On Learning Theory, 2018

2017

Efficient Private ERM for Smooth Objectives.

Jiaqi Zhang, Kai Zheng, Wenlong Mou, Liwei Wang

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible.

Kai Zheng, Wenlong Mou, Liwei Wang

Proceedings of the 34th International Conference on Machine Learning, 2017