36
Publications
6.7K
Citations
26
H-Index
2004
Active since
Alex Kulesza is an author at University of Michigan specializing in engineering, data science, and machine learning.
Top concepts
EngineeringData ScienceMachine LearningComputer ScienceKnowledge DiscoveryStatisticsRobot LearningPattern RecognitionSupervised LearningStatistical Inference
Publications per year
2004–2019
36
36
A theory of learning from different domains
Shai Ben-David, John Blitzer, Koby Crammer et al. · Machine Learning · 2009 · 3.4K citations · Full text
Determinantal Point Processes for Machine Learning
Alex Kulesza · Foundations and Trends® in Machine Learning · 2012 · 598 citations · Full text
Learning Bounds for Domain Adaptation
John Blitzer, Koby Crammer, Alex Kulesza et al. · 2007 · 377 citations
Confidence estimation for machine translation
John Blatz, Erin Fitzgerald, George Foster et al. · 2004 · 354 citations · Full text
Natural Language Processing, Confidence Estimation, Computer-assisted Translation +9
Adaptive regularization of weight vectors
Koby Crammer, Alex Kulesza, Mark Dredze · Machine Learning · 2013 · 350 citations · Full text
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