Bradley, Joseph K.

6 publications

NeurIPS 2016 Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale Firas Abuzaid, Joseph K. Bradley, Feynman T Liang, Andrew Feng, Lee Yang, Matei Zaharia, Ameet S Talwalkar

AISTATS 2015 Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence Nihar B. Shah, Sivaraman Balakrishnan, Joseph K. Bradley, Abhay Parekh, Kannan Ramchandran, Martin J. Wainwright

NeurIPS 2014 Parallel Double Greedy Submodular Maximization Xinghao Pan, Stefanie Jegelka, Joseph E Gonzalez, Joseph K. Bradley, Michael I Jordan

ICML 2011 Parallel Coordinate Descent for L1-Regularized Loss Minimization Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin

ICML 2010 Learning Tree Conditional Random Fields Joseph K. Bradley, Carlos Guestrin

NeurIPS 2007 FilterBoost: Regression and Classification on Large Datasets Joseph K. Bradley, Robert E. Schapire