FENG Yunlong 冯云龙 Ph.D. Assistant Professor [CV] Department of Mathematics and Statistics State University of New York at Albany Albany, NY 12222, USA Office: Earth Science Building 128D Email: ylfeng at albany.edu Phone: +1 518 4424611

Research Interests

Machine Learning, Statistical Learning Theory

Instructed Courses

• AMAT363 Statistics, Spring 2020
• AMAT810 Time Series Analysis, Fall 2018
• AMAT591 Optimization Methods and Nonlinear Programming, Spring 2018-2020
• AMAT465/565 Applied Statistics, Fall 2019
• AMAT214 Calculus of Several Variables, Fall 2018, Spring 2019
• AMAT112 Calculus I, Fall 2019
• AMAT108 Elementary Statistics, Spring 2018
• AMAT101 Algebra and Calculus I, Fall 2017

Recent Papers

1. Y. Feng. New insights into learning with correntropy based regression. arXiv preprint arXiv:2006.11390, 2020.
2. Y. Feng and Q. Wu. Learning under (1+ε)-moment conditions. ACHA, 49(2): 495-520, 2020.
3. Y. Feng, J. Fan, and J. Suykens. A statistical learning approach to modal regression. JMLR, 21(2):1-35, 2020.
4. Y. Feng and Y. Ying. Learning with correntropy-induced losses for regression with mixture of symmetric stable noise. ACHA, 48(2):795-810, 2020.

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