Hush, Don R.

11 publications

MLJ 2010 Algorithms for Optimal Dyadic Decision Trees Don R. Hush, Reid B. Porter

COLT 2009 Optimal Rates for Regularized Least Squares Regression Ingo Steinwart, Don R. Hush, Clint Scovel

COLT 2007 Gaps in Support Vector Optimization Nikolas List, Don R. Hush, Clint Scovel, Ingo Steinwart

MLJ 2007 Stability of Unstable Learning Algorithms Don R. Hush, Clint Scovel, Ingo Steinwart

COLT 2006 Function Classes That Approximate the Bayes Risk Ingo Steinwart, Don R. Hush, Clint Scovel

MLJ 2003 Polynomial-Time Decomposition Algorithms for Support Vector Machines Don R. Hush, Clint Scovel

ICML 2003 Weighted Order Statistic Classifiers with Large Rank-Order Margin Reid B. Porter, Damian Eads, Don R. Hush, James Theiler

MLJ 2001 On the VC Dimension of Bounded Margin Classifiers Don R. Hush, Clint Scovel

NeCo 1999 Training a Sigmoidal Node Is Hard Don R. Hush

NeurIPS 1997 Function Approximation with the Sweeping Hinge Algorithm Don R. Hush, Fernando Lozano, Bill G. Horne

NeurIPS 1993 Bounds on the Complexity of Recurrent Neural Network Implementations of Finite State Machines Bill G. Horne, Don R. Hush