Search Machine Learning Repository:
All publications by Joseph K. Bradley
authors venues years



Parallel Double Greedy Submodular Maximization
Xinghao Pan, Stefanie Jegelka, Joseph E. Gonzalez, Joseph K. Bradley and Michael I. Jordan
Advances in Neural Information Processing Systems 27, 2014


Sample Complexity of Composite Likelihood
Joseph K. Bradley and Carlos Guestrin
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Parallel Coordinate Descent for L1-Regularized Loss Minimization
Aapo Kyrola, Daniel Bickson, Carlos Guestrin and Joseph K. Bradley
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Learning Tree Conditional Random Fields
Joseph K. Bradley and Carlos Guestrin
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


FilterBoost: Regression and Classification on Large Datasets
Joseph K. Bradley and Robert E. Schapire
Advances in Neural Information Processing Systems 20, 2007