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106
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IANDC
2006
101views more  IANDC 2006»
14 years 9 months ago
Mind change efficient learning
This paper studies efficient learning with respect to mind changes. Our starting point is the idea that a learner that is efficient with respect to mind changes minimizes mind cha...
Wei Luo, Oliver Schulte
76
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COLT
2007
Springer
15 years 3 months ago
Mind Change Optimal Learning of Bayes Net Structure
Oliver Schulte, Wei Luo, Russell Greiner
67
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EUROCOLT
1997
Springer
15 years 1 months ago
Ordinal Mind Change Complexity of Language Identification
The approach of ordinal mind change complexity, introduced by Freivalds and Smith, uses (notations for) constructive ordinals to bound the number of mind changes made by a learnin...
Andris Ambainis, Sanjay Jain, Arun Sharma
74
Voted
EUROCOLT
1999
Springer
15 years 1 months ago
Mind Change Complexity of Learning Logic Programs
The present paper motivates the study of mind change complexity for learning minimal models of length-bounded logic programs. It establishes ordinal mind change complexity bounds ...
Sanjay Jain, Arun Sharma