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Paul Koch
Paul Koch
Microsoft Research
Dirección de correo verificada de microsoft.com
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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
20332015
Interpretml: A unified framework for machine learning interpretability
H Nori, S Jenkins, P Koch, R Caruana
arXiv preprint arXiv:1909.09223, 2019
5442019
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
4492007
Inferring road speeds for context-sensitive routing
EJ Horvitz, S Srinivasan, MS Subramani, PB Koch
US Patent 7,706,964, 2010
2572010
Predictive pre-launch for applications
A Bilal, M Iyigun, M Kralj, C Kleynhans, H Pulapaka, A Kishan, ...
US Patent 9,508,040, 2016
2532016
Coordinates: probabilistic forecasting of presence and availability
EJ Horvitz, P Koch, C Kadie, A Jacobs
arXiv preprint arXiv:1301.0573, 2012
2352012
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
2112004
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
1752017
Composable presence and availability services
EJ Horvitz, PB Koch, JT Apacible
US Patent 7,493,369, 2009
1612009
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
1592010
Learning global additive explanations for neural nets using model distillation
S Tan, R Caruana, G Hooker, P Koch, A Gordo
stat 1050, 3, 2018
1422018
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
1172004
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
1122005
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
862005
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
802004
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
722019
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
572008
Combining human and machine intelligence to solve tasks with crowd sourcing
E Horvitz, PB Koch, S Hacker
US Patent 9,305,263, 2016
552016
Precomputation of context-sensitive policies for automated inquiry and action under uncertainty
EJ Horvitz, PB Koch, RK Sarin
US Patent 7,428,521, 2008
472008
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
422008
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Artículos 1–20