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Besmira Nushi
Besmira Nushi
Microsoft Research
Verified email at microsoft.com - Homepage
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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
16432019
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
11932019
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
6172021
Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance
G Bansal, B Nushi, E Kamar, WS Lasecki, DSWE Horvitz
4952019
Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff
G Bansal, B Nushi, E Kamar, DSWWS Lasecki, E Horvitz
AAAI, 2019
3602019
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
1802021
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
1632018
On human intellect and machine failures: Troubleshooting integrative machine learning systems
B Nushi, E Kamar, E Horvitz, D Kossmann
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
1032017
Social Biases through the Text-to-Image Generation Lens
R Naik, B Nushi
AAAI/ACM Conference on AI, Ethics, and Society, 2023
882023
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
852021
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
812020
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
742019
Who goes first? Influences of human-AI workflow on decision making in clinical imaging
R Fogliato, S Chappidi, M Lungren, P Fisher, D Wilson, M Fitzke, ...
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
732022
Uncertain time-series similarity: Return to the basics
M Dallachiesa, B Nushi, K Mirylenka, T Palpanas
arXiv preprint arXiv:1208.1931, 2012
732012
Benchmarking spatial relationships in text-to-image generation
T Gokhale, H Palangi, B Nushi, V Vineet, E Horvitz, E Kamar, C Baral, ...
arXiv preprint arXiv:2212.10015, 2022
612022
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
592020
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
502018
Advancing human-AI complementarity: The impact of user expertise and algorithmic tuning on joint decision making
K Inkpen, S Chappidi, K Mallari, B Nushi, D Ramesh, P Michelucci, ...
ACM Transactions on Computer-Human Interaction 30 (5), 1-29, 2023
402023
Investigations of Performance and Bias in Human-AI Teamwork in Hiring
A Peng, B Nushi, E Kiciman, K Inkpen, E Kamar
AAAI 2022, 2022
382022
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
332019
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