Yair Wiener
5 papers · 2010–2015 · 2 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (7) 🐣 Hot Topic Early Bird
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Trend Setter
Conferences
JMLR (3)
NIPS (2)
Top co-authors
Keywords
selective classification
(3)
label complexity
(2)
reject option
(2)
learning theory
(2)
active learning
(2)
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)
linear classifier
(1)
estimation error
(1)
learning bound
(1)
risk coverage tradeoff
(1)
noise-free model
(1)
version space compression
(1)
agnostic learning
(1)
Papers
A Compression Technique for Analyzing Disagreement-Based Active Learning
JMLR 2015
Pointwise Tracking the Optimal Regression Function
NIPS 2012
Active Learning via Perfect Selective Classification
JMLR 2012
Agnostic Selective Classification
NIPS 2011
On the Foundations of Noise-free Selective Classification
JMLR 2010