An Analytic Layer-wise Deep Learning Framework with Applications to Robotics

Huu-Thiet Nguyen, Chien Chern Cheah, Kar-Ann Toh

Deep learning (DL) has achieved great success in many applications, but it has been less well analyzed from the theoretical perspective. The unexplainable success of black-box DL m…