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All publications by Alexander Grubb
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SpeedBoost: Anytime Prediction with Uniform Near-Optimality
Alexander Grubb and Drew Bagnell
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Generalized Boosting Algorithms for Convex Optimization
Alexander Grubb and Drew Bagnell
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Boosted Backpropagation Learning for Training Deep Modular Networks
Alexander Grubb and J. A. Bagnell
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010