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.