Recent advances in autonomous vehicle technology will open the door to highlyefficient transportation systems in the future, as demonstrated by Autonomous Intersection Management, an intersection ...

Bilevel optimization (BO) is useful for solving a variety of important machine learning problems including but not limited to hyperparameter optimization, meta-learning, continual learning, and ...

This is an intro course in image and video generative models. It is intended for upper-level undergraduate students. Visual generative models is an active field that deals with representations and ...