- Series Name:
Machine Learning Seminar
Machine Learning, Bass Connections-Information, Society & Culture, Computer Science, Electrical and Computer Engineering (ECE), Information Initiative at Duke (iiD), Mathematics, Pratt School of Engineering, and Statistical Science
- Gross Hall, 330 -- Ahmadieh Family Grand Hall - Map
Machine Learning Seminar - Guillermo Sapiro "Machine learning beyond NIPS/ICML publications"
In this talk I will discuss both learning fundamental results and real applications and challenges.
The theoretical foundations provide some insights and potential directions for improvement
of common learning successes, and mostly follow the ideas of geometric regularization.
The applications range from successes (face analysis) to challenges (mostly in developmental and mental health).
The discussion will hopefully provide enough motivation for students not just to target publications but to target solving