General Information
| Student: | Jasmine Khalil |
|---|---|
| Office: | 440 CoRE Building |
| University: | Penn State University |
| E-mail: | jkk5987@psu.edu |
| Mentor: | Pierre Bellec |
Project Description
Optimization, learning and high-dimensional macroscopic limits:
The last decade has seen the emergence of new phenomena where complex statistical learning problems such as high-dimensional regression and classification can be accurately summarized by simple systems of equations. These simple systems of equations characterize the high-dimensional limit of the statistical learning problem at hand and provide new insights on regularization and the choice of statistical estimators in high-dimension. The project will explore problems in this line of though, requiring and developing skills in probability, statistical/machine learning, numerical programming and computational linear algebra (From DIMACS Website).
Weekly Log
- Week 1:
- Week 2: