Speaker
Prof.
Yongdai Kim
(Seoul National University)
Description
From statistical points of view, deep neural networks (DNN) are nothing but a (generalized) regression model, but DNNs have solved many problems no other methods have not succeeded in the past. In this talk, I will explain theoretical advantages of DNNs compared to other nonparametric regression models.
