The true sample complexity of active learning
Balcan, Maria-Florina, Hanneke, Steve, Vaughan, Jennifer Wortman
Published in Machine learning (01.09.2010)
Published in Machine learning (01.09.2010)
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Journal Article
Agnostic active learning
Balcan, Maria-Florina, Beygelzimer, Alina, Langford, John
Published in Journal of computer and system sciences (2009)
Published in Journal of computer and system sciences (2009)
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Journal Article
Lifelong learning in costly feature spaces
Balcan, Maria-Florina, Blum, Avrim, Nagarajan, Vaishnavh
Published in Theoretical computer science (12.02.2020)
Published in Theoretical computer science (12.02.2020)
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Journal Article
Circumventing the Price of Anarchy: Leading Dynamics to Good Behavior
Balcan, Maria-Florina, Blum, Avrim, Mansour, Yishay
Published in SIAM journal on computing (01.01.2013)
Published in SIAM journal on computing (01.01.2013)
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Journal Article
Reducing mechanism design to algorithm design via machine learning
Balcan, Maria-Florina, Blum, Avrim, Hartline, Jason D., Mansour, Yishay
Published in Journal of computer and system sciences (01.12.2008)
Published in Journal of computer and system sciences (01.12.2008)
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Journal Article
Robust reductions from ranking to classification
Balcan, Maria-Florina, Bansal, Nikhil, Beygelzimer, Alina, Coppersmith, Don, Langford, John, Sorkin, Gregory B.
Published in Machine learning (01.08.2008)
Published in Machine learning (01.08.2008)
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Journal Article
Active Property Testing
Balcan, M-F, Blais, E., Blum, A., Liu Yang
Published in 2012 IEEE 53rd Annual Symposium on Foundations of Computer Science (01.10.2012)
Published in 2012 IEEE 53rd Annual Symposium on Foundations of Computer Science (01.10.2012)
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