The biannual Machine Learning Department Retreats are highly anticipated events that showcases the breadth and depth of research in our department. We will take this opportunity to recognize the scientific accomplishments of our department and to foster team building within the department at all levels. The retreat contributes to the scientific growth of the department as a venue to facilitate new research collaborations.