Robust Large Margin Approaches for Machine Learning in Adversarial Settings

Machine learning algorithms are invented to learn from data and to use data to perform predictions and analyses. Many agencies are now using machine learning algorithms to present services and to perform tasks that used to be done by humans. These services and tasks include making high-stake decisio...

Full description

Bibliographic Details
Main Author: Torkamani, MohamadAli
Other Authors: Lowd, Daniel
Language:en_US
Published: University of Oregon 2016
Subjects:
Online Access:http://hdl.handle.net/1794/20677