Researcher biography
Dr. Ye Luo received his Ph.D from the Massachusetts Institute of Technology in 2015. He received his B.S. degree from the Massachusetts Institute of Technology in 2010, majoring in Mathematics and Economics. Dr. Ye Luo's main research interests include high dimensional econometrics/statistics, machine learning and its empirical applications in economics and finance, for example, applying AI algorithms to develop smart, adaptive automated trading systems, applying big data methods/machine learning in default risk prediction, dynamic demand prediction, etc. He also has an interest and expertise in natural language processing.
Dr. Ye Luo has research papers published/forthcoming at Econometrica, Journal of the Royal Statistical Society: Series B, American Economic Review, P&P, etc. Beyond Dr. Ye Luo's academic research, he has a strong interest in connecting research in data science to the industry. He has given/been invited to give lectures at DiDi, ShunFeng Express, Novartis, etc.