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All publications by Martin Zinkevich
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No-Regret Learning in Extensive-Form Games with Imperfect Recall
Marc Lanctot, Neil Burch, Martin Zinkevich, Michael Bowling and Richard G. Gibson
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


On Local Regret
Michael Bowling and Martin Zinkevich
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Parallelized Stochastic Gradient Descent
Martin Zinkevich, Markus Weimer, Lihong Li and Alex J. Smola
Advances in Neural Information Processing Systems 23, 2010


Slow Learners are Fast
Martin Zinkevich, John Langford and Alex J. Smola
Advances in Neural Information Processing Systems 22, 2009


Monte Carlo Sampling for Regret Minimization in Extensive Games
Marc Lanctot, Kevin Waugh, Martin Zinkevich and Michael Bowling
Advances in Neural Information Processing Systems 22, 2009


Computing Robust Counter-Strategies
Michael Johanson, Martin Zinkevich and Michael Bowling
Advances in Neural Information Processing Systems 20, 2007


Regret Minimization in Games with Incomplete Information
Martin Zinkevich, Michael Johanson, Michael Bowling and Carmelo Piccione
Advances in Neural Information Processing Systems 20, 2007


(Approximate) Subgradient Methods for Structured Prediction
Nathan D. Ratliff, J. A. Bagnell and Martin Zinkevich
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Maximum margin planning
Nathan D. Ratliff, J. A. Bagnell and Martin Zinkevich
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


iLSTD: Eligibility Traces and Convergence Analysis
Alborz Geramifard, Michael Bowling, Martin Zinkevich and Richard S. Sutton
Advances in Neural Information Processing Systems 19, 2006


Preference Elicitation and Query Learning
Avrim Blum, Jeffrey C. Jackson, Tuomas Sandholm and Martin Zinkevich
Journal of Machine Learning Research, 2004


Online Convex Programming and Generalized Infinitesimal Gradient Ascent
Martin Zinkevich
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003