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Publications by Zinkevich, Martin

In Journal (refereed)

1. A. Blum, T. Sandholm, M. Zinkevich. "Online Algorithms for Market Clearing". Journal of the ACM, 53(5), pp 845-879, August 2007. view
2. M. Zinkevich, A. Greenwald, M. Littman. "A Hierarchy of Prescriptive Goals for Multiagent Learning". Artificial Intelligence (AIJ), 171, pp 440-447, May 2007. view

In Conference (refereed)

3. D. Schuurmans, M. Zinkevich. "Deep Learning Games". Neural Information Processing Systems (NIPS), (ed: D. D. Lee, M. Sugiyama, U. V. Luxburg, I. Guyon, R. Garnett), pp 1678-1686, December 2016. PDFview
4. M. Johanson, M. Zinkevich, M. Bowling. "Computing Robust Counter-Strategies". Neural Information Processing Systems (NIPS), (ed: J.C. Platt, D. Koller, Y. Singer, S. Roweis), pp 721--728, December 2007. PDFview
5. M. Zinkevich, M. Johanson, M. Bowling, C. Piccione. "Regret Minimization in Games with Incomplete Information". Neural Information Processing Systems (NIPS), (ed: J.C. Platt, D. Koller, Y. Singer, S. Roweis), pp 1729--1736, December 2007. PDFview
6. A. Farhangfar, R. Greiner, M. Zinkevich. "A Fast Way to Produce Optimal Fixed-Depth Decision Trees". International Symposium on Artificial Intelligence and Mathematics, November 2007. PDFview
7. N. Ratliff, J. Bagnell, M. Zinkevich. "Subgradient Methods for Structured Prediction". Artificial Intelligence and Statistics, August 2007. view
8. M. Zinkevich, M. Bowling, N. Burch. "A New Algorithm for Generating Equilibria in Massive Zero-Sum Games". National Conference on Artificial Intelligence (AAAI), July 2007. view
9. A. Geramifard, M. Bowling, M. Zinkevich, R. Sutton. "iLSTD: Eligibility Traces and Convergence Analysis". Neural Information Processing Systems (NIPS), pp To appear (8 pages), March 2007. PDFview
10. M. Littman, N. Ravi, A. Talwar, M. Zinkevich. "An Efficient Optimal-Equilibrium Algorithm for Two-Player Game Trees". Conference on Uncertainty in Artificial Intelligence (UAI), August 2006. view
11. N. Ratliff, J. Bagnell, M. Zinkevich. "Maximum Margin Planning". International Conference on Machine Learning (ICML), Pittsburgh, August 2006. view
12. A. Rettinger, M. Zinkevich, M. Bowling. "Boosting expert ensembles for rapid concept recall". National Conference on Artificial Intelligence (AAAI), Boston, Massachusetts, USA, pp 464--469, January 2006. PDFview
13. M. Zinkevich, M. Bowling, N. Bard, M. Kan, D. Billings. "Optimal unbiased estimators for evaluating agent performance". National Conference on Artificial Intelligence (AAAI), Boston, Massachusetts, USA, pp 573-578, January 2006. PDFview
14. N. Sturtevant, M. Zinkevich, M. Bowling. "ProbMaxn: Opponent modeling in n-player games". National Conference on Artificial Intelligence (AAAI), Boston, Massachusetts, USA, pp 1057-1063, January 2006. PDFview
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