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Besmira Nushi
Besmira Nushi
Microsoft Research
Adresă de e-mail confirmată pe microsoft.com - Pagina de pornire
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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
17552019
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
1251*2019
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
6792021
Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance
G Bansal, B Nushi, E Kamar, WS Lasecki, DSWE Horvitz
5252019
Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff
G Bansal, B Nushi, E Kamar, DSWWS Lasecki, E Horvitz
AAAI, 2019
3722019
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
1812021
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
1662018
Social Biases through the Text-to-Image Generation Lens
R Naik, B Nushi
AAAI/ACM Conference on AI, Ethics, and Society, 2023
1162023
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
1062017
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
832020
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
822022
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
802019
Uncertain time-series similarity: Return to the basics
M Dallachiesa, B Nushi, K Mirylenka, T Palpanas
arXiv preprint arXiv:1208.1931, 2012
742012
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
712022
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
582020
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, ...
OSF, 2018
532018
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
462023
Investigations of Performance and Bias in Human-AI Teamwork in Hiring
A Peng, B Nushi, E Kiciman, K Inkpen, E Kamar
AAAI 2022, 2022
422022
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning
Y Yang, B Nushi, H Palangi, B Mirzasoleiman
ICML, 2023
402023
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