Chen, Tianyi

Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks

Wu, Z., Ling, Q., Chen, T., & Giannakis, G. B. (2020) · IEEE Transactions on Signal Processing

Stochastic Gradient Optimization TechniquesPrivacy-Preserving Technologies in Data

Cited by 226

Bandit Convex Optimization for Scalable and Dynamic IoT Management

Chen, T., & Giannakis, G. B. (2019) · IEEE Internet of Things Journal

Advanced Bandit Algorithms ResearchIoT and Edge/Fog Computing

Cited by 139

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning

Sun, J., Chen, T., Giannakis, G. B., Yang, Q., & Yang, Z. (2022) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 102

Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning

Chen, T., Zhang, K., Giannakis, G. B., & Basar, T. (2022) · IEEE Transactions on Control of Network Systems

Reinforcement Learning in RoboticsAdaptive Dynamic Programming Control

Cited by 67

Harnessing Bandit Online Learning to Low-Latency Fog Computing

Chen, T., & Giannakis, G. B. (2018) · 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Advanced Bandit Algorithms ResearchIoT and Edge/Fog Computing

Cited by 8