Yair Wiener
5 papers · 2010–2015 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Hot Topic Early Bird
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Keyword Pioneer
Venues
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Keywords
selective classification
(3)
reject option
(2)
learning theory
(2)
label complexity
(2)
active learning
(2)
stream-based learning
(1)
disagreement-based learning
(1)
classification with rejection
(1)
abstention mechanism
(1)
abstention
(1)
selective regression
(1)
pointwise tracking
(1)
hypothesis class
(1)
pointwise error
(1)
support vector machine
(1)
linear classifier
(1)
estimation error
(1)
learning bound
(1)
regression function
(1)
learning with abstention
(1)
Papers
A Compression Technique for Analyzing Disagreement-Based Active Learning
JMLR 2015
Active Learning via Perfect Selective Classification
JMLR 2012
Pointwise Tracking the Optimal Regression Function
NeurIPS 2012
Agnostic Selective Classification
NeurIPS 2011
On the Foundations of Noise-free Selective Classification
JMLR 2010