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» Toward Attribute Efficient Learning of Decision Lists and Pa...
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87
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COLT
2004
Springer
15 years 2 months ago
Toward Attribute Efficient Learning of Decision Lists and Parities
Adam R. Klivans, Rocco A. Servedio
83
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JMLR
2002
83views more  JMLR 2002»
14 years 10 months ago
On Online Learning of Decision Lists
A fundamental open problem in computational learning theory is whether there is an attribute efficient learning algorithm for the concept class of decision lists (Rivest, 1987; Bl...
Ziv Nevo, Ran El-Yaniv
81
Voted
IJCAI
2007
15 years 11 days ago
Learning from Partial Observations
We present a general machine learning framework for modelling the phenomenon of missing information in data. We propose a masking process model to capture the stochastic nature of...
Loizos Michael