Lifeng Lai
University of California, Davis
H-index: 38
North America-United States
Top articles of Lifeng Lai
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Efficient adversarial attacks on online multi-agent reinforcement learning | Advances in Neural Information Processing Systems | Guanlin Liu Lifeng Lai | 2024/2/13 |
Camouflage Adversarial Attacks on Multiple Agent Systems | arXiv preprint arXiv:2401.17405 | Ziqing Lu Guanlin Liu Lifeng Lai Weiyu Xu | 2024/1/30 |
Tree Network Design for Faster Distributed Machine Learning Process with Distributed Dual Coordinate Ascent | Myung Cho Meghana Chikkam Weiyu Xu Lifeng Lai | 2024/4/14 | |
Minimax Optimal Learning with Nearest Neighbors | arXiv preprint arXiv:2308.01490 | Puning Zhao Lifeng Lai | 2023/8/3 |
Action Poisoning Attacks on Linear Contextual Bandits | Transactions on Machine Learning Research | Guanlin Liu Lifeng Lai | 2023/2 |
Bayesian Two-stage Sequential Change Diagnosis via Sensor Arrays | IEEE Transactions on Information Theory | Xiaochuan Ma Lifeng Lai Shuguang Cui | 2023/7/24 |
Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty | arXiv preprint arXiv:2307.07666 | Guanin Liu Zhihan Zhou Han Liu Lifeng Lai | 2023/7/15 |
Fairness-aware regression robust to adversarial attacks | IEEE Transactions on Signal Processing | Yulu Jin Lifeng Lai | 2023/11/2 |
Entropy Rate Estimation for Markov Chains with Continuous Distributions | Puning Zhao Lifeng Lai | 2023/6/25 | |
Reward Attack on Stochastic Bandits with Non-Stationary Rewards | Chenye Yang Guanlin Liu Lifeng Lai | 2023/10/29 | |
Adversarially robust fairness-aware regression | Yulu Jin Lifeng Lai | 2023/6/4 | |
Distributed Dual Coordinate Ascent With Imbalanced Data on a General Tree Network | arXiv preprint arXiv:2308.14783 | Myung Cho Lifeng Lai Weiyu Xu | 2023/8/28 |
Guest Editorial: AI-Powered Telco Network Automation: 5G Evolution and 6G | IEEE Wireless Communications | Yan Xin Kai Yang I Chih-Lin Sanyogita Shamsunder Xingqin Lin | 2023/2 |
Bayesian two-stage sequence change diagnosis across a sensor array | IEEE Transactions on Information Theory, submitted | Xiaochuan Ma Lifeng Lai Shuguang Cui | 2022 |
Analysis of knn density estimation | IEEE Transactions on Information Theory | Puning Zhao Lifeng Lai | 2022/8/1 |
EVaR optimization for risk-sensitive reinforcement learning | IEEE Transactions on Information Theory | Xinyi Ni Lifeng Lai | 2022/1 |
Optimal accuracy-privacy trade-off of inference as service | IEEE Transactions on Signal Processing | Yulu Jin Lifeng Lai | 2022/7/19 |
Machine Learning Algorithms: Adversarial Robustness in Signal Processing | Fuwei Li Lifeng Lai Shuguang Cui | 2022/11/16 | |
Privacy Protection In Learning Fair Representations | Yulu Jin Lifeng Lai | 2022/5/23 | |
Risk-sensitive reinforcement learning via Entropic-VaR optimization | Xinyi Ni Lifeng Lai | 2022/10/31 |
Co-Authors
