Deep learning models provide state of the art performance on many practical machine learning tasks. However, there is a large gap between our 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