Saleema Amershi
Saleema Amershi
Microsoft Research
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
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
3542014
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
2862008
Combining unsupervised and supervised classification to build user models for exploratory learning environments
S Amershi, C Conati
JEDM| Journal of Educational Data Mining 1 (1), 18-71, 2009
1742009
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
149*2014
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
1442015
Using related users data to enhance web search
MJ Morris, JB Teevan, JW Mickens, S Amershi
US Patent 8,244,721, 2012
1432012
Using related users data to enhance web search
MJ Morris, JB Teevan, JW Mickens, S Amershi
US Patent 8,244,721, 2012
1432012
Using related users data to enhance web search
MJ Morris, JB Teevan, JW Mickens, S Amershi
US Patent 8,244,721, 2012
1432012
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
1402012
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
1172019
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
972016
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
812017
Effective end-user interaction with machine learning
S Amershi, J Fogarty, A Kapoor, D Tan
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
812011
Effective end-user interaction with machine learning
S Amershi, J Fogarty, A Kapoor, D Tan
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
812011
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
Intelligence in Wikipedia.
DS Weld, F Wu, E Adar, S Amershi, J Fogarty, R Hoffmann, K Patel, ...
AAAI 8, 1609-1614, 2008
762008
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
702019
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
652016
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
642017
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
602015
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