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Saleema Amershi
Saleema Amershi
Microsoft Research
Verified email at microsoft.com - Homepage
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Cited by
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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
16332019
Power to the people: The role of humans in interactive machine learning
S Amershi, M Cakmak, WB Knox, T Kulesza
AI magazine 35 (4), 105-120, 2014
12522014
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
11852019
Modeltracker: Redesigning performance analysis tools for machine learning
S Amershi, M Chickering, SM Drucker, B Lee, P Simard, J Suh
Proceedings of the 33rd annual ACM conference on human factors in computing …, 2015
3502015
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
3392017
Will you accept an imperfect ai? exploring designs for adjusting end-user expectations of ai systems
R Kocielnik, S Amershi, PN Bennett
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019
3142019
CoSearch: a system for co-located collaborative web search
S Amershi, MR Morris
Proceedings of the SIGCHI conference on human factors in computing systems …, 2008
3122008
Squares: Supporting interactive performance analysis for multiclass classifiers
D Ren, S Amershi, B Lee, J Suh, JD Williams
IEEE transactions on visualization and computer graphics 23 (1), 61-70, 2016
2612016
Combining unsupervised and supervised classification to build user models for exploratory learning environments
S Amershi, C Conati
Journal of educational data mining 1 (1), 18-71, 2009
2372009
Using related users data to enhance web search
MJ Morris, JB Teevan, JW Mickens, S Amershi
US Patent 8,244,721, 2012
2082012
Regroup: Interactive machine learning for on-demand group creation in social networks
S Amershi, J Fogarty, D Weld
Proceedings of the SIGCHI conference on human factors in computing systems …, 2012
1982012
Machine teaching: A new paradigm for building machine learning systems
PY Simard, S Amershi, DM Chickering, AE Pelton, S Ghorashi, C Meek, ...
arXiv preprint arXiv:1707.06742, 2017
1932017
Human-centred machine learning
M Gillies, R Fiebrink, A Tanaka, J Garcia, F Bevilacqua, A Heloir, ...
Proceedings of the 2016 CHI conference extended abstracts on human factors …, 2016
1802016
Structured labeling for facilitating concept evolution in machine learning
T Kulesza, S Amershi, R Caruana, D Fisher, D Charles
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2014
179*2014
Designing for effective end-user interaction with machine learning
S Amershi
Proceedings of the 24th annual ACM symposium adjunct on User interface …, 2011
1222011
FeatureInsight: Visual support for error-driven feature ideation in text classification
M Brooks, S Amershi, B Lee, SM Drucker, A Kapoor, P Simard
2015 IEEE Conference on Visual Analytics Science and Technology (VAST), 105-112, 2015
1112015
How different groups prioritize ethical values for responsible AI
M Jakesch, Z Buçinca, S Amershi, A Olteanu
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
1042022
Sketching nlp: A case study of exploring the right things to design with language intelligence
Q Yang, J Cranshaw, S Amershi, ST Iqbal, J Teevan
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019
982019
Increasing diversity while maintaining accuracy: Text data generation with large language models and human interventions
JJY Chung, E Kamar, S Amershi
arXiv preprint arXiv:2306.04140, 2023
952023
Intelligence in wikipedia
DS Weld, F Wu, E Adar, S Amershi, J Fogarty, R Hoffmann, K Patel, ...
In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 08 …, 2008
862008
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