| Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission R Caruana, Y Lou, J Gehrke, P Koch, M Sturm, N Elhadad Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 1931 | 2015 |
| Interpretml: A unified framework for machine learning interpretability H Nori, S Jenkins, P Koch, R Caruana arXiv preprint arXiv:1909.09223, 2019 | 504 | 2019 |
| Methods and architecture for cross-device activity monitoring, reasoning, and visualization for providing status and forecasts of a users' presence and availability EJ Horvitz, P Koch, JT Apacible, CM Kadie US Patent 7,233,933, 2007 | 445 | 2007 |
| Inferring road speeds for context-sensitive routing EJ Horvitz, S Srinivasan, MS Subramani, PB Koch US Patent 7,706,964, 2010 | 256 | 2010 |
| Predictive pre-launch for applications A Bilal, M Iyigun, M Kralj, C Kleynhans, H Pulapaka, A Kishan, ... US Patent 9,508,040, 2016 | 242 | 2016 |
| Coordinates: probabilistic forecasting of presence and availability EJ Horvitz, P Koch, C Kadie, A Jacobs arXiv preprint arXiv:1301.0573, 2012 | 235 | 2012 |
| BusyBody: creating and fielding personalized models of the cost of interruption E Horvitz, P Koch, J Apacible Proceedings of the 2004 ACM conference on Computer supported cooperative …, 2004 | 211 | 2004 |
| Predicting travel time reliability using mobile phone GPS data D Woodard, G Nogin, P Koch, D Racz, M Goldszmidt, E Horvitz Transportation Research Part C: Emerging Technologies 75, 30-44, 2017 | 173 | 2017 |
| Composable presence and availability services EJ Horvitz, PB Koch, JT Apacible US Patent 7,493,369, 2009 | 160 | 2009 |
| Methods and architecture for cross-device activity monitoring, reasoning, and visualization for providing status and forecasts of a users' presence and availability EJ Horvitz, P Koch, JT Apacible, CM Kadie US Patent 7,739,210, 2010 | 157 | 2010 |
| Learning global additive explanations for neural nets using model distillation S Tan, R Caruana, G Hooker, P Koch, A Gordo | 137 | 2018 |
| Systems and methods for constructing and using models of memorability in computing and communications applications E Horvitz, S Dumais, M Ringel, E Cutrell, P Koch US Patent App. 10/374,436, 2004 | 117 | 2004 |
| Designs, interfaces, and policies for systems that enhance communication and minimize disruption by encoding preferences and situations E Horvitz, M Subramani, P Koch, J Apacible US Patent App. 10/881,061, 2005 | 112 | 2005 |
| Bayesphone: Precomputation of context-sensitive policies for inquiry and action in mobile devices E Horvitz, P Koch, R Sarin, J Apacible, M Subramani User Modeling 2005: 10th International Conference, UM 2005, Edinburgh …, 2005 | 84 | 2005 |
| Learning predictive models of memory landmarks E Horvitz, S Dumais, P Koch Proceedings of the annual meeting of the cognitive science society 26 (26), 2004 | 80 | 2004 |
| Predicting and utilizing variability of travel times in mapping services D Woodard, EJ Horvitz, G Nogin, PB Koch, D Racz, M Goldszmidt US Patent 10,175,054, 2019 | 65 | 2019 |
| Methods and architectures for context-sensitive reminders and service facilitation EJ Horvitz, PB Koch, JT Apacible, MS Subramani US Patent App. 11/428,228, 2008 | 56 | 2008 |
| Combining human and machine intelligence to solve tasks with crowd sourcing E Horvitz, PB Koch, S Hacker US Patent 9,305,263, 2016 | 54 | 2016 |
| Precomputation of context-sensitive policies for automated inquiry and action under uncertainty EJ Horvitz, PB Koch, RK Sarin US Patent 7,428,521, 2008 | 47 | 2008 |
| Decision-theoretic methods for identifying relevant substructures of a hierarchical file structure to enhance the efficiency of document access, browsing, and storage EJ Horvitz, PB Koch US Patent 7,346,622, 2008 | 41 | 2008 |
