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Saleema Amershi
Saleema Amershi
Microsoft Research
Verified email at microsoft.com - Homepage
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Cited by
Year
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
12702019
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
11132014
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
9872019
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
3182015
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
3102008
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
2912017
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
2492019
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
2392016
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
2302009
Using related users data to enhance web search
MJ Morris, JB Teevan, JW Mickens, S Amershi
US Patent 8,244,721, 2012
2022012
Using related users data to enhance web search
MJ Morris, JB Teevan, JW Mickens, S Amershi
US Patent 8,244,721, 2012
2022012
Using related users data to enhance web search
MJ Morris, JB Teevan, JW Mickens, S Amershi
US Patent 8,244,721, 2012
2022012
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
1942012
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
1782017
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
1672016
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
165*2014
Designing for effective end-user interaction with machine learning
S Amershi
Proceedings of the 24th annual ACM symposium adjunct on User interface …, 2011
1202011
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
1012015
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
842008
Amplifying community content creation with mixed initiative information extraction
R Hoffmann, S Amershi, K Patel, F Wu, J Fogarty, DS Weld
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2009
782009
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