Lisha Chen's Home Page
Assistant Professor
Department of Statistics
Yale University
24 Hillhouse Avenue
New Haven, CT 06511
(203) 432-5785
lisha.chen@yale.edu
Curriculum vitae
Teaching
Research Interests
- Data Mining/Machine Learning
- Nonlinear Dimension Reduction
- Variable Selection
- Time Series Analysis
Current Research Projects
- "Local Multidimensional Scaling: A Nonlinear Dimension Reduction Method", with Andreas Buja .
My thesis paper:
Local Multidimensional Scaling for Nonlinear Dimension Reduction, Graph Layout and Proximity Analysis
[.pdf]
The latest talk given at Applied Math Seminar at Yale.
[.pdf]
- "Predicting Multivariate Responses by Iterative Regression and Variable Selection", with Dean Foster and
Lyle Ungar .
Links