Graduate students

Students interested in applying are encouraged to contact me to discuss the application process. Applicants should satisfy at least one of the following requirements:

• A+ from Mathematical and Numerical Optimization or a commensurate mastery of the course material through studying my book.
• A+ from Mathematical Foundations of Deep Neural Networks or a commensurate background in deep learning.

Undergraduate interns

I am generally unable to advise undergraduate interns. However, I will make an exception if a students achieves a 1st place performance in my optimization or deep learning course.