| Discriminative learning for differing training and test distributions S Bickel, M Brückner, T Scheffer Proceedings of the 24th International Conference on Machine Learning (ICML …, 2007 | 543 | 2007 |
| Discriminative learning under covariate shift S Bickel, M Brückner, T Scheffer Journal of Machine Learning Research (JMLR) 10 (Sep), 2137-2155, 2009 | 484 | 2009 |
| Stackelberg games for adversarial prediction problems M Brückner, T Scheffer Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 297 | 2011 |
| Optimized training of linear machine learning models M Brückner, D Blick US Patent 10,318,882, 2019 | 273 | 2019 |
| Static prediction games for adversarial learning problems M Brückner, C Kanzow, T Scheffer Journal of Machine Learning Research (JMLR) 13 (Sep), 2617-2654, 2012 | 272 | 2012 |
| Concurrent binning of machine learning data LP Dirac, M Brückner, R Herbrich US Patent 9,672,474, 2014 | 110 | 2014 |
| Nash equilibria of static prediction games M Brückner, T Scheffer Advances in Neural Information Processing Systems (NIPS), 171-179, 2009 | 105 | 2009 |
| System and method for providing a semi-automated research tool D Lehrer, U Dick, M Brückner US Patent App. 14/777,277, 2014 | 103 | 2014 |
| Linear Bandits with Stochastic Delayed Feedback C Vernade, A Carpentier, T Lattimore, G Zappella, B Ermis, M Brückner Proceedings of the 37th International Conference on Machine Learning (ICML), 2020 | 85* | 2020 |
| Bayesian games for adversarial regression problems M Großhans, C Sawade, M Brückner, T Scheffer Proceedings of the 30th International Conference on Machine Learning (ICML …, 2013 | 58 | 2013 |
| Offline simulation system for optimizing content pages G Zappella, C Archambeau, E Banti, M Brückner, B Marchenko, M Milicic, ... US Patent 10,977,149, 2021 | 8 | 2021 |
| Highly Scalable Discriminative Spam Filtering M Brückner, P Haider, T Scheffer Text REtrieval Conference (TREC) 15, 2006 | 5 | 2006 |
| Discriminative learning under covariate shift with a single optimization problem S Bickel, M Brückner, T Scheffer | 4 | 2008 |
| Prediction Games: Machine Learning in the Presence of an Adversary M Brückner Universitätsverlag Potsdam, 2012 | 3 | 2012 |
| Causal Bias Quantification for Continuous Treatments G Detommaso, M Brückner, P Schulz, V Chernozhukov arXiv preprint arXiv:2106.09762, 2021 | 2 | 2021 |
| Optimal spamming: Solving a family of adversarial classification games M Brückner, T Scheffer 2007 NIPS Workshop on Machine Learning in Adversarial Environments for …, 2007 | 2 | 2007 |
| Throttling Poisson Processes U Dick, P Haider, T Vanck, M Brückner, T Scheffer Advances in Neural Information Processing Systems (NIPS), 505-513, 2010 | 1 | 2010 |
| Feature processing tradeoff management PP Yee Lee, N Correa, LP Dirac, AM Ingerman, S Krishnan, J Li, ... WO Patent 2016004062A1, 2016 | | 2016 |
| Interactive interfaces for machine learning model evaluations PP Yee Lee, N Correa, LP Dirac, AM Ingerman, S Krishnan, J Li, ... WO Patent 2016004075A1, 2016 | | 2016 |
| Dataset Shift in Machine Learning S Bickel, M Brückner, T Scheffer The MIT Press, 2009 | | 2009 |
Steffen BickelNokia Gate5 GmbHVerified email at cs.uni-potsdam.de
