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Todd Kulesza
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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
8052014
Principles of explanatory debugging to personalize interactive machine learning
T Kulesza, M Burnett, WK Wong, S Stumpf
Proceedings of the 20th international conference on intelligent user …, 2015
4492015
Too much, too little, or just right? Ways explanations impact end users' mental models
T Kulesza, S Stumpf, M Burnett, S Yang, I Kwan, WK Wong
2013 IEEE Symposium on visual languages and human centric computing, 3-10, 2013
2862013
Tell me more? The effects of mental model soundness on personalizing an intelligent agent
T Kulesza, S Stumpf, M Burnett, I Kwan
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 1-10, 2012
1922012
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
1292014
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
1192016
Explanatory debugging: Supporting end-user debugging of machine-learned programs
T Kulesza, S Stumpf, M Burnett, WK Wong, Y Riche, T Moore, I Oberst, ...
2010 IEEE Symposium on Visual Languages and Human-Centric Computing, 41-48, 2010
1082010
Fixing the program my computer learned: Barriers for end users, challenges for the machine
T Kulesza, WK Wong, S Stumpf, S Perona, R White, MM Burnett, I Oberst, ...
Proceedings of the 14th international conference on Intelligent user …, 2009
922009
Why-oriented end-user debugging of naive Bayes text classification
T Kulesza, S Stumpf, WK Wong, MM Burnett, S Perona, AJ Ko, I Oberst
ACM Transactions on Interactive Intelligent Systems (TiiS) 1 (1), 1-31, 2011
912011
You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems
A Groce, T Kulesza, C Zhang, S Shamasunder, M Burnett, W Wong, ...
Transactions on Software Engineering 40 (3), 307-323, 2014
65*2014
Can feature design reduce the gender gap in end-user software development environments?
V Grigoreanu, J Cao, T Kulesza, C Bogart, K Rector, M Burnett, ...
2008 IEEE Symposium on Visual Languages and Human-Centric Computing, 149-156, 2008
602008
Where are my intelligent assistant’s mistakes? A systematic testing approach
T Kulesza, M Burnett, S Stumpf, WK Wong, S Das, A Groce, A Shinsel, ...
International Symposium on End User Development, 171-186, 2011
162011
Towards recognizing" cool" can end users help computer vision recognize subjective attributes of objects in images?
W Curran, T Moore, T Kulesza, WK Wong, S Todorovic, S Stumpf, R White, ...
Proceedings of the 2012 ACM international conference on Intelligent User …, 2012
152012
End-user development in internet of things: We the people
M Burnett, T Kulesza
International Reports on Socio-Informatics (IRSI) 12 (2), 81-86, 2015
142015
Mini-crowdsourcing end-user assessment of intelligent assistants: A cost-benefit study
A Shinsel, T Kulesza, M Burnett, W Curran, A Groce, S Stumpf, WK Wong
2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2011
142011
Making intelligent systems understandable and controllable by end users
S Stumpf, WK Wong, M Burnett, T Kulesza
82010
IUI workshop on interactive machine learning
S Amershi, M Cakmak, WB Knox, T Kulesza, T Lau
Proceedings of the companion publication of the 2013 international …, 2013
52013
Toward end-user debugging of machine-learned classifiers
T Kulesza
2010 IEEE Symposium on Visual Languages and Human-Centric Computing, 253-254, 2010
52010
An explanation-centric approach for personalizing intelligent agents
T Kulesza
Proceedings of the 2012 ACM international conference on Intelligent User …, 2012
42012
End-user software engineering and distributed cognition
M Burnett, C Bogart, J Cao, V Grigoreanu, T Kulesza, J Lawrance
2009 ICSE Workshop on Software Engineering Foundations for End User …, 2009
42009
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