Assistant Professor, Electrical, Computer, and Systems Engineering
Research Expertise
Machine learning, optimization, signal processing
Research
Dr. Chen's current research focuses on theoretical and algorithmic foundations of optimization, machine learning, and statistical signal processing.
Publications
Chen, T., Giannakis, G., Sun, T., Yin, W. (2018) "LAG: Lazily aggregated gradient for communication-efficient distributed learning", Advances in Neural Information Processing Systems 31 (NeurIPS 2018)
Sun, J., Chen, T., Giannakis, G., Yang, Z. (2019) "Communication-efficient distributed learning via lazily aggregated quantized gradients", Advances in Neural Information Processing Systems 32 (NeurIPS 2019)