Paul Koch
Paul Koch
Microsoft Research
Geverifieerd e-mailadres voor 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
9972015
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
3982007
Inferring road speeds for context-sensitive routing
EJ Horvitz, S Srinivasan, MS Subramani, PB Koch
US Patent 7,706,964, 2010
2332010
Coordinates: probabilistic forecasting of presence and availability
EJ Horvitz, P Koch, C Kadie, A Jacobs
arXiv preprint arXiv:1301.0573, 2012
2262012
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
1932004
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
1462010
Composable presence and availability services
EJ Horvitz, PB Koch, JT Apacible
US Patent 7,493,369, 2009
1392009
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
1092005
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
1052017
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
1032004
Predictive pre-launch for applications
A Bilal, M Iyigun, M Kralj, C Kleynhans, H Pulapaka, A Kishan, ...
US Patent 9,508,040, 2016
932016
Interpretml: A unified framework for machine learning interpretability
H Nori, S Jenkins, P Koch, R Caruana
arXiv preprint arXiv:1909.09223, 2019
922019
Bayesphone: Precomputation of context-sensitive policies for inquiry and action in mobile devices
E Horvitz, P Koch, R Sarin, J Apacible, M Subramani
International Conference on User Modeling, 251-260, 2005
842005
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
772004
Learning global additive explanations for neural nets using model distillation
S Tan, R Caruana, G Hooker, P Koch, A Gordo
arXiv preprint arXiv:1801.08640, 2018
622018
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
472008
Precomputation of context-sensitive policies for automated inquiry and action under uncertainty
EJ Horvitz, PB Koch, RK Sarin
US Patent 7,428,521, 2008
432008
Mobile opportunistic planning: methods and models
E Horvitz, P Koch, M Subramani
International Conference on User Modeling, 228-237, 2007
412007
Combining human and machine intelligence to solve tasks with crowd sourcing
E Horvitz, PB Koch, S Hacker
US Patent 9,305,263, 2016
322016
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. 11/348,096, 2006
322006
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Artikelen 1–20