1 code implementation • 25 Sep 2015 • Alex Kantchelian, J. D. Tygar, Anthony D. Joseph
We present two novel algorithms for systematically computing evasions for tree ensembles such as boosted trees and random forests.
no code implementations • NeurIPS 2014 • Alex Kantchelian, Michael C. Tschantz, Ling Huang, Peter L. Bartlett, Anthony D. Joseph, J. D. Tygar
We present the Convex Polytope Machine (CPM), a novel non-linear learning algorithm for large-scale binary classification tasks.