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Besmira Nushi
Besmira Nushi
Microsoft Research
microsoft.com의 이메일 확인됨 - 홈페이지
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Guidelines for human-AI interaction
S Amershi, D Weld, M Vorvoreanu, A Fourney, B Nushi, P Collisson, ...
Proceedings of the 2019 chi conference on human factors in computing systems …, 2019
7212019
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
5472019
Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance
G Bansal, B Nushi, E Kamar, WS Lasecki, DSWE Horvitz
1672019
Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff
G Bansal, B Nushi, E Kamar, DSWWS Lasecki, E Horvitz
AAAI, 2019
1482019
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
1412021
Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure
B Nushi, E Kamar, E Horvitz
AAAI Conference on Human Computation and Crowdsourcing, 2018
992018
On human intellect and machine failures: Troubleshooting integrative machine learning systems
B Nushi, E Kamar, E Horvitz, D Kossmann
Thirty-First AAAI Conference on Artificial Intelligence, 2017
752017
Uncertain time-series similarity: Return to the basics
M Dallachiesa, B Nushi, K Mirylenka, T Palpanas
arXiv preprint arXiv:1208.1931, 2012
692012
Characterizing the internet research agency’s social media operations during the 2016 US presidential election using linguistic analyses
RL Boyd, A Spangher, A Fourney, B Nushi, G Ranade, J Pennebaker, ...
PsyArXiv, 2018
472018
Is the most accurate ai the best teammate? optimizing ai for teamwork
G Bansal, B Nushi, E Kamar, E Horvitz, DS Weld
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11405 …, 2021
43*2021
Squinting at vqa models: Introspecting vqa models with sub-questions
RR Selvaraju, P Tendulkar, D Parikh, E Horvitz, MT Ribeiro, B Nushi, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
40*2020
What you see is what you get? the impact of representation criteria on human bias in hiring
A Peng, B Nushi, E Kıcıman, K Inkpen, S Suri, E Kamar
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 7 …, 2019
262019
Fault-tolerant entity resolution with the crowd
A Gruenheid, B Nushi, T Kraska, W Gatterbauer, D Kossmann
arXiv preprint arXiv:1512.00537, 2015
242015
Crowd access path optimization: Diversity matters
B Nushi, A Singla, A Gruenheid, E Zamanian, A Krause, D Kossmann
Third AAAI Conference on Human Computation and Crowdsourcing, 2015
242015
Analysis of Strategy and Spread of Russia-sponsored Content in the US in 2017
A Spangher, G Ranade, B Nushi, A Fourney, E Horvitz
arXiv preprint arXiv:1810.10033, 2018
232018
Overcoming blind spots in the real world: Leveraging complementary abilities for joint execution
R Ramakrishnan, E Kamar, B Nushi, D Dey, J Shah, E Horvitz
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6137-6145, 2019
222019
An empirical analysis of backward compatibility in machine learning systems
M Srivastava, B Nushi, E Kamar, S Shah, E Horvitz
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
202020
Understanding failures of deep networks via robust feature extraction
S Singla, B Nushi, S Shah, E Kamar, E Horvitz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
192021
Learning and Feature Selection under Budget Constraints in Crowdsourcing
B Nushi, A Singla, A Krause, D Kossmann
HCOMP 2017, 2016
172016
Similarity matching for uncertain time series: analytical and experimental comparison
M Dallachiesa, B Nushi, K Mirylenka, T Palpanas
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Querying and …, 2011
142011
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학술자료 1–20