Large-Scale Stochastic Optimization for AI: Theory, Algorithms, and Software

National Chiao Tung University Prof. Rung-Hung Gau

計畫主持人:國立交通大學 電信工程研究所高榮鴻教授


We will develop AI and optimization methods for solving large-scale resource allocation problems in 5G/B5G mobile communications networks based on NFV and SDN. In addition, we will work on AI interpretability and explainable AI. We will develop mathematical theory to better understand why some machine learning algorithms work well in practice. Last but not least important, we plan to implement related open-source software tools based on our research achievements.