Martin Zinkevich
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
11
Active years
2001–2020
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2020 | SIGMOD | TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines. | Emily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy, Martin Zinkevich |
| 2017 | KDD | TFX: A TensorFlow-Based Production-Scale Machine Learning Platform. | Denis Baylor, Eric Breck, Heng-Tze Cheng, Noah Fiedel, Chuan Yu Foo, Zakaria Haque, Salem Haykal, Mustafa Ispir, Vihan Jain, Levent Koc, Chiu Yuen Koo, Lukasz Lew, Clemens Mewald, Akshay Naresh Modi, Neoklis Polyzotis, Sukriti Ramesh, Sudip Roy, Steven Euijong Whang, Martin Wicke, Jarek Wilkiewicz, Xin Zhang, Martin Zinkevich |
| 2017 | SIGMOD | Data Management Challenges in Production Machine Learning. | Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, Martin Zinkevich |
| 2012 | ICML | On Local Regret. | Michael Bowling, Martin Zinkevich |
| 2011 | CIKM | Learning to target: what works for behavioral targeting. | Sandeep Pandey, Mohamed Aly, Abraham Bagherjeiran, Andrew O. Hatch, Peter Ciccolo, Adwait Ratnaparkhi, Martin Zinkevich |
| 2011 | IJCAI | Accelerating Best Response Calculation in Large Extensive Games. | Michael Johanson, Kevin Waugh, Michael H. Bowling, Martin Zinkevich |
| 2011 | KDD | Unbiased online active learning in data streams. | Wei Chu, Martin Zinkevich, Lihong Li, Achint Thomas, Belle L. Tseng |
| 2009 | WWW | Adaptive bidding for display advertising. | Arpita Ghosh, Benjamin I. P. Rubinstein, Sergei Vassilvitskii, Martin Zinkevich |
| 2008 | COLT | Teaching Dimensions based on Cooperative Learning. | Sandra Zilles, Steffen Lange, Robert Holte, Martin Zinkevich |
| 2008 | ISAIM | A Fast Way to Produce Optimal Fixed-Depth Decision Trees. | Alireza Farhangfar, Russell Greiner, Martin Zinkevich |
| 2007 | AAAI | A New Algorithm for Generating Equilibria in Massive Zero-Sum Games. | Martin Zinkevich, Michael H. Bowling, Neil Burch |
| 2006 | AAAI | Boosting Expert Ensembles for Rapid Concept Recall. | Achim Rettinger, Martin Zinkevich, Michael H. Bowling |
| 2006 | AAAI | Prob-Maxn: Playing N-Player Games with Opponent Models. | Nathan R. Sturtevant, Martin Zinkevich, Michael H. Bowling |
| 2006 | AAAI | Optimal Unbiased Estimators for Evaluating Agent Performance. | Martin Zinkevich, Michael H. Bowling, Nolan Bard, Morgan Kan, Darse Billings |
| 2006 | ICML | Maximum margin planning. | Nathan D. Ratliff, J. Andrew Bagnell, Martin Zinkevich |
| 2006 | UAI | An Efficient Optimal-Equilibrium Algorithm for Two-player Game Trees. | Michael L. Littman, Nishkam Ravi, Arjun Talwar, Martin Zinkevich |
| 2003 | COLT | Preference Elicitation and Query Learning. | Avrim Blum, Jeffrey C. Jackson, Tuomas Sandholm, Martin Zinkevich |
| 2003 | ICML | Online Convex Programming and Generalized Infinitesimal Gradient Ascent. | Martin Zinkevich |
| 2002 | ICML | Competitive Analysis of the Explore/Exploit Tradeoff. | John Langford, Martin Zinkevich, Sham M. Kakade |
| 2002 | SODA | Online algorithms for market clearing. | Avrim Blum, Tuomas Sandholm, Martin Zinkevich |
| 2001 | ICML | Symmetry in Markov Decision Processes and its Implications for Single Agent and Multiagent Learning. | Martin Zinkevich, Tucker R. Balch |