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Ece Kamar
Ece Kamar
Microsoft Research
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Machine behaviour
I Rahwan, M Cebrian, N Obradovich, J Bongard, JF Bonnefon, C Breazeal, ...
Machine Learning and the City: Applications in Architecture and Urban Design …, 2022
6532022
Software engineering for machine learning: A case study
S Amershi, A Begel, C Bird, R DeLine, H Gall, E Kamar, N Nagappan, ...
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
5802019
Combining human and machine intelligence in large-scale crowdsourcing.
E Kamar, S Hacker, E Horvitz
AAMAS 12, 467-474, 2012
4592012
Artificial intelligence and life in 2030: the one hundred year study on artificial intelligence
P Stone, R Brooks, E Brynjolfsson, R Calo, O Etzioni, G Hager, ...
arXiv preprint arXiv:2211.06318, 2022
4272022
Artificial intelligence and life in 2030
P Stone, R Brooks, E Brynjolfsson, R Calo, O Etzioni, G Hager, ...
One Hundred Year Study on Artificial Intelligence: Report of the 2015-2016 …, 2016
3322016
Interpretable & explorable approximations of black box models
H Lakkaraju, E Kamar, R Caruana, J Leskovec
arXiv preprint arXiv:1707.01154, 2017
2542017
Revolt: Collaborative crowdsourcing for labeling machine learning datasets
JC Chang, S Amershi, E Kamar
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems …, 2017
2232017
Faithful and customizable explanations of black box models
H Lakkaraju, E Kamar, R Caruana, J Leskovec
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 131-138, 2019
2072019
Beyond accuracy: The role of mental models in human-AI team performance
G Bansal, B Nushi, E Kamar, WS Lasecki, DS Weld, E Horvitz
Proceedings of the AAAI conference on human computation and crowdsourcing 7 …, 2019
2062019
Collaboration and shared plans in the open world: Studies of ridesharing
E Kamar, E Horvitz
Twenty-first international joint conference on artificial intelligence, 2009
1862009
Does the whole exceed its parts? the effect of ai explanations on complementary team performance
G Bansal, T Wu, J Zhou, R Fok, B Nushi, E Kamar, MT Ribeiro, D Weld
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021
1842021
Directions in Hybrid Intelligence: Complementing AI Systems with Human Intelligence.
E Kamar
IJCAI, 4070-4073, 2016
1692016
Updates in human-ai teams: Understanding and addressing the performance/compatibility tradeoff
G Bansal, B Nushi, E Kamar, DS Weld, WS Lasecki, E Horvitz
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 2429-2437, 2019
1652019
Identifying unknown unknowns in the open world: Representations and policies for guided exploration
H Lakkaraju, E Kamar, R Caruana, E Horvitz
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
1602017
Volunteering versus work for pay: Incentives and tradeoffs in crowdsourcing
A Mao, E Kamar, Y Chen, E Horvitz, ME Schwamb, CJ Lintott, AM Smith
First AAAI conference on human computation and crowdsourcing, 2013
1602013
Software engineering for machine learning: A case study. In 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)
S Amershi, A Begel, C Bird, R DeLine, H Gall, E Kamar, N Nagappan, ...
IEEE, 2019
1262019
Interactive teaching strategies for agent training
O Amir, E Kamar, A Kolobov, B Grosz
In Proceedings of IJCAI 2016, 2016
1192016
Towards accountable ai: Hybrid human-machine analyses for characterizing system failure
B Nushi, E Kamar, E Horvitz
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 6 …, 2018
1072018
Learning to complement humans
B Wilder, E Horvitz, E Kamar
arXiv preprint arXiv:2005.00582, 2020
952020
Toward a learning science for complex crowdsourcing tasks
S Doroudi, E Kamar, E Brunskill, E Horvitz
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems …, 2016
952016
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