2 papers
cs.NE2020
Distributed Evolution of Deep Autoencoders
Jeff Hajewski, Suely Oliveira, Xiaoyu Xing
Autoencoders have seen wide success in domains ranging from feature selection to information retrieval. Despite this success, designing an autoencoder for a given task remains a ch…
math.OC2018
Smoothed Hinge Loss and Support Vector Machines
Jeffrey Hajewski, Suely Oliveira, David E. Stewart
A new algorithm is presented for solving the soft-margin Support Vector Machine (SVM) optimization problem with an penalty. This algorithm is designed to require a modes…