Mentor Areas
My research group focuses on (a) theoretical problems in deep learning, and (b) visual perception in robotics. We conduct quite multi-disciplinary research along these lines. We use ideas from physics, information theory and neuroscience in addition to more classical perspectives from learning theory and computer vision. Everyone, from engineers and computer scientists to mathematicians and physicists will find something interesting to study in our group.
Description:
Projects will vary. Interested students should contact us to discuss possibilities.
Preferred Qualifications
- Familiarity with deep learning methods.
- Undergraduate-level coursework in machine learning, probability and optimization is a plus.
- Proficiency in programming with Python.
- Ability to read/critique research papers, and implement research ideas.
Project Website
Learn more about the researcher and/or the project here. Research Website
Details:
Preferred Student Year
Junior, Senior
Academic Term
Fall, Spring, Summer
I prefer to have students start during the above term(s).Volunteer
Yes
Yes indicates that faculty are open to volunteers.Paid
Yes
Yes indicates that faculty are open to paying students they engage in their research, regardless of their work-study eligibility.Work Study
Yes
Yes indicates that faculty are open to hiring work-study-eligible students.