Martin Zinkevich
Google (United States)(US)
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Artificial Intelligence in Games, Game Theory and Applications, Auction Theory and Applications
Most-Cited Works
- Online convex programming and generalized infinitesimal gradient ascent(2003)
- Parallelized Stochastic Gradient Descent(2010)
- → Maximum margin planning(2006)633 cited
- → Regret Minimization in Games with Incomplete Information(2007)497 cited
- → TFX(2017)312 cited
- → Data Management Challenges in Production Machine Learning(2017)202 cited
- → Slow Learners are Fast(2009)202 cited
- → Data Lifecycle Challenges in Production Machine Learning(2018)191 cited
- → Monte Carlo Sampling for Regret Minimization in Extensive Games(2009)190 cited