Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders

Ioannis A. Nellas, Sotiris K. Tasoulis, Vassilis P. Plagianakos +1

The joint optimization of the reconstruction and classification error is a hard non convex problem, especially when a non linear mapping is utilized. In order to overcome this obst…