Towards a Principled Understanding of Deep Learning
ApplyProject Description
Deep learning models provide state of the art performance on many practical machine learning tasks. However, there is a large gapbetweenour theoretical / conceptual understanding and practice.The intern will work in one of the follow areas, depending on interest and background: - deep learning models- adversarial attacks and robustness- optimization for deep learning- generalization of deep learning- GANs- model compression
Program -
Computer Science
Division -
Computer, Electrical and Mathematical Sciences and Engineering
Field of Study -
computer science, mathematics
About the
Researcher
Peter Richtarik
Desired Project Deliverables
Ideally contribution to a research paper.