Dr. Ye LUO
Economics
Finance
Associate Professor
3917 0063
kurtluo@hku.hk
KK 826
CV
Biography
Dr. Ye Luo received his Ph.D from Masschusetts Institute of Technology at year 2015. He received his B.S. degree?from Massachusetts Institute of Technology at year 2010, majored in Mathematics and Economics. Before joining FBE of HKU, he worked as assistant professor at the economics department in University of Florida. Dr. Ye Luo’s main research insterests 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 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 the research in data science to the industry. He has given/being invited to give lectures at DiDi, ShunFeng Express, Novartis, etc.
Selected Publications
“Shape-Enforcing Operators for Generic Point and Interval Estimators of Functions”, 2021, Journal of Machine Learning Research, 22(220), 1-42, with Xi Chen, Victor Chernozhukov, Iván Fernández-Val and Scott Kostyshak
“Errors in the Dependent Variable of Quantile Regression Models”, 2021, Econometrica, 89(2), 849-873, with Jerry Hausman, Haoyang Liu and Christopher Palmer
“The Sorted Effects Method: Discovering Heterogeneous Effects Beyond Their Averages”, 2018, Econometrica, 86(6), 1911-1938, with Victor Chernozhukov and Ivan Fernandez-Val
“An Imputation-regularized Optimization Algorithm for High Dimensional Missing Data Problems and Beyond”, 2018, 80(5), 899-926, Journal of the Royal Statistics Society Series B, with Faming Liang, Bochao Jia, Jingnan Xue and Qizhai Li
“Core Determining Class and Inequality Selection”, 2017, American Economic Review, 107(5), 274-277, with Hai Wang
“L2-Boosting for Economic Applications”, 2017, American Economic Review, 107(5), 270-273, with Martin Spindler
删除或更新信息,请邮件至freekaoyan#163.com(#换成@)
香港大学经济管理学院导师教师师资介绍简介-Ye Luo
本站小编 Free考研考试/2021-12-04
相关话题/经济管理学院 香港大学
香港大学经济管理学院导师教师师资介绍简介-Yulei Luo
Prof. Yulei LUOEconomicsProfessor2859 1042yuleiluo@hku.hkKK 916http://www.fbe.hku.hk/~yluo/Academic ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-Frederick Si-Hang Ma
Prof. Frederick Si-Hang MAEconomicsHonorary ProfessorBiographyProfessor Ma was born and educated in ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-Chicheng Ma
Dr. Chicheng MAEconomicsAssistant Professor2859 1059macc@hku.hkKK 932https://chichengma.weebly.com/A ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-Rachel Xiaorong Ma
Dr. Rachel Xiaorong MAFinanceHonorary Research Associatexrma@connect.hku.hk ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-Li MA
Prof. Li MAHonorary Professor ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-HKU Business School window.ga=window.ga
Prof. Vadim MARMEREconomicsVisiting ProfessorAcademic & Professional QualificationProfessor of Econo ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-Shengjun MAO
Dr. Shengjun MAOInnovation and Information ManagementAssistant Professor3917 1637maosj@hku.hkKK 813A ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-Jinghan Meng
Dr. Jinghan MENGFinanceSenior Lecturer2219 4176mengj@hku.hkKK 1001Academic & Professional Qualificat ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-Thomas Andreas Maurer
Dr. Thomas Andreas MAURERFinanceAssociate Professor3917 7496maurer@hku.hkKK 837http://www.thomasmaur ...香港大学 本站小编 Free考研考试 2021-12-04香港大学经济管理学院导师教师师资介绍简介-Juanjuan MENG
Prof. Juanjuan MENGHonorary Professor ...香港大学 本站小编 Free考研考试 2021-12-04