| 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 | 653 | 2022 |
| 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 | 580 | 2019 |
| Combining human and machine intelligence in large-scale crowdsourcing. E Kamar, S Hacker, E Horvitz AAMAS 12, 467-474, 2012 | 459 | 2012 |
| 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 | 427 | 2022 |
| 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 | 332 | 2016 |
| Interpretable & explorable approximations of black box models H Lakkaraju, E Kamar, R Caruana, J Leskovec arXiv preprint arXiv:1707.01154, 2017 | 254 | 2017 |
| 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 | 223 | 2017 |
| 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 | 207 | 2019 |
| 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 | 206 | 2019 |
| Collaboration and shared plans in the open world: Studies of ridesharing E Kamar, E Horvitz Twenty-first international joint conference on artificial intelligence, 2009 | 186 | 2009 |
| 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 | 184 | 2021 |
| Directions in Hybrid Intelligence: Complementing AI Systems with Human Intelligence. E Kamar IJCAI, 4070-4073, 2016 | 169 | 2016 |
| 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 | 165 | 2019 |
| 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 | 160 | 2017 |
| 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 | 160 | 2013 |
| 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 | 126 | 2019 |
| Interactive teaching strategies for agent training O Amir, E Kamar, A Kolobov, B Grosz In Proceedings of IJCAI 2016, 2016 | 119 | 2016 |
| 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 | 107 | 2018 |
| Learning to complement humans B Wilder, E Horvitz, E Kamar arXiv preprint arXiv:2005.00582, 2020 | 95 | 2020 |
| 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 | 95 | 2016 |
