| Scalable and accurate deep learning with electronic health records A Rajkomar, E Oren, K Chen, AM Dai, N Hajaj, M Hardt, PJ Liu, X Liu, ... NPJ Digital Medicine 1 (1), 18, 2018 | 2388 | 2018 |
| Ensuring fairness in machine learning to advance health equity A Rajkomar, M Hardt, MD Howell, G Corrado, MH Chin Annals of internal medicine 169 (12), 866-872, 2018 | 783 | 2018 |
| On active learning of record matching packages A Arasu, M Götz, R Kaushik Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010 | 256 | 2010 |
| Modeling blog dynamics M Goetz, J Leskovec, M McGlohon, C Faloutsos Third International AAAI Conference on Weblogs and Social Media, 2009 | 194 | 2009 |
| Privacy-aware personalization for mobile advertising M Hardt, S Nath Proceedings of the 2012 ACM conference on Computer and communications …, 2012 | 171* | 2012 |
| Publishing search logs—a comparative study of privacy guarantees M Gotz, A Machanavajjhala, G Wang, X Xiao, J Gehrke IEEE Transactions on Knowledge and Data Engineering 24 (3), 520-532, 2011 | 157 | 2011 |
| Maskit: Privately releasing user context streams for personalized mobile applications M Götz, S Nath, J Gehrke Proceedings of the 2012 ACM SIGMOD International Conference on Management of …, 2012 | 151 | 2012 |
| Non-tracking web analytics IE Akkus, R Chen, M Hardt, P Francis, J Gehrke Proceedings of the 2012 ACM conference on Computer and communications …, 2012 | 112 | 2012 |
| Data publishing against realistic adversaries A Machanavajjhala, J Gehrke, M Götz Proceedings of the VLDB Endowment 2 (1), 790-801, 2009 | 80 | 2009 |
| Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud M Hardt, X Chen, X Cheng, M Donini, J Gelman, S Gollaprolu, J He, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 46 | 2021 |
| Efficient algorithms for descendant-only tree pattern queries M Götz, C Koch, W Martens Information Systems 34 (7), 602-623, 2009 | 41* | 2009 |
| Fairness Measures for Machine Learning in Finance S Das, M Donini, J Gelman, K Haas, M Hardt, J Katzman, K Kenthapadi, ... The Journal of Financial Data Science 3 (4), 33-64, 2021 | 30 | 2021 |
| Workload-aware indexing for keyword search in social networks TA Bjřrklund, M Götz, J Gehrke, N Grimsmo Proceedings of the 20th ACM international conference on Information and …, 2011 | 19 | 2011 |
| Search in social networks with access control TA Bjřrklund, M Götz, J Gehrke Proceedings of the 2nd International Workshop on Keyword Search on …, 2010 | 15 | 2010 |
| A compositional framework for complex queries over uncertain data M Götz, C Koch Proceedings of the 12th International Conference on Database Theory, 149-161, 2009 | 14 | 2009 |
| Explaining an increase in predicted risk for clinical alerts M Hardt, A Rajkomar, G Flores, A Dai, M Howell, G Corrado, C Cui, ... Proceedings of the ACM Conference on Health, Inference, and Learning, 80-89, 2020 | 13 | 2020 |
| Active learning of record matching packages A Arasu, M Götz, S Kaushik US Patent 9,081,817, 2015 | 10 | 2015 |
| It is time for bioethicists to enter the arena of machine learning ethics M Hardt, MH Chin The American Journal of Bioethics 20 (11), 18-20, 2020 | 8 | 2020 |
| Causal forecasting: Generalization bounds for autoregressive models LC Vankadara, PM Faller, M Hardt, L Minorics, D Ghoshdastidar, ... Uncertainty in Artificial Intelligence, 2002-2012, 2022 | 7 | 2022 |
| Linear dynamics: Clustering without identification C Hsu, M Hardt, M Hardt International Conference on Artificial Intelligence and Statistics, 918-929, 2020 | 6 | 2020 |
