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All publications by Brendan Mcmahan
authors venues years



Delay-Tolerant Algorithms for Asynchronous Distributed Online Learning
Brendan Mcmahan and Matthew Streeter
Advances in Neural Information Processing Systems 27, 2014


Large-Scale Learning with Less RAM via Randomization
Daniel Golovin, D. Sculley, Brendan Mcmahan and Michael Young
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Minimax Optimal Algorithms for Unconstrained Linear Optimization
Brendan Mcmahan and Jacob Abernethy
Advances in Neural Information Processing Systems 26, 2013


Estimation, Optimization, and Parallelism when Data is Sparse
John Duchi, Michael Jordan and Brendan Mcmahan
Advances in Neural Information Processing Systems 26, 2013


No-Regret Algorithms for Unconstrained Online Convex Optimization
Brendan Mcmahan and Matthew Streeter
Advances in Neural Information Processing Systems 25, 2012


Selecting Observations against Adversarial Objectives
Andreas Krause, Brendan Mcmahan, Carlos Guestrin and Anupam Gupta
Advances in Neural Information Processing Systems 20, 2007