Michael Brückner
Michael Brückner
Sr. Machine Learning Scientist, Amazon
Verified email at amazon.de
TitleCited byYear
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
3362007
Discriminative learning under covariate shift
S Bickel, M Brückner, T Scheffer
Journal of Machine Learning Research (JMLR) 10 (Sep), 2137-2155, 2009
2242009
Stackelberg games for adversarial prediction problems
M Brückner, T Scheffer
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
1412011
Static prediction games for adversarial learning problems
M Brückner, C Kanzow, T Scheffer
Journal of Machine Learning Research (JMLR) 13 (Sep), 2617-2654, 2012
1322012
Nash equilibria of static prediction games
M Brückner, T Scheffer
Advances in Neural Information Processing Systems (NIPS), 171-179, 2009
742009
Optimized training of linear machine learning models
M Brückner, D Blick
US Patent 10,318,882, 2019
39*2019
Concurrent binning of machine learning data
LP Dirac, M Brückner, R Herbrich
US Patent 9,672,474, 2014
282014
System and method for providing a semi-automated research tool
D Lehrer, U Dick, M Brückner
US Patent App. 14/777,277, 2014
232014
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
232013
Highly Scalable Discriminative Spam Filtering
M Brückner, P Haider, T Scheffer
Text REtrieval Conference (TREC) 15, 2006
52006
Discriminative Learning under Covariate Shift with a Single Optimization Problem
S Bickel, M Brückner, T Scheffer
Dataset Shift in Machine Learning, 161-177, 2009
22009
Optimal spamming: Solving a family of adversarial classification games
M Brückner, T Scheffer
2007 NIPS Workshop on Machine Learning in Adversarial Environments for …, 2007
22007
Contextual Bandits under Delayed Feedback
C Vernade, A Carpentier, G Zappella, B Ermis, M Brückner
ArXiv e-prints, 2018
12018
Throttling Poisson Processes
U Dick, P Haider, T Vanck, M Brückner, T Scheffer
Advances in Neural Information Processing Systems (NIPS), 505-513, 2010
12010
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
Prediction Games: Machine Learning in the Presence of an Adversary
M Brückner
Universitätsverlag Potsdam, 2012
2012
Dataset Shift in Machine Learning
S Bickel, M Brückner, T Scheffer
The MIT Press, 2009
2009
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Articles 1–18