Dr YU, Zhan 于湛博士
Research Assistant Professor
PhD, City University of Hong Kong
MPhil, The Chinese University of Hong Kong
BSc, Jilin University
MPhil, The Chinese University of Hong Kong
BSc, Jilin University
Current Research Interests
Learning Theory, Deep Learning, Distributed Optimization, Data Science
Selected Publications
- Z. Yu, D. W. C. Ho, D. Yuan. Distributed randomized gradient-free mirror descent algorithm for constrained optimization. IEEE Transactions on Automatic Control, 67(2), 957-964, 2022.
- Z. Yu, D. W. C. Ho, Z. Shi, D. X. Zhou. Robust kernel-based distribution regression. Inverse Problems, 37(10), 105014,2021.
- J. Liu, Z. Yu, D. W. C. Ho. Distributed constrained optimization with delayed subgradient information over time-varying network under adaptive quantization. To appear in IEEE Transactions on Neural Networks and Learning Systems.
- Z. Yu, D. X. Zhou. Deep learning theory of distribution regression with CNNs. To appear in Advances in Computational Mathematics.