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102
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IJCAI
2007
15 years 2 months ago
2007
In the past ten years, boosting has become a major field of machine learning and classification. This paper brings contributions to its theory and algorithms. We first unify a ...
88
Voted
IWINAC
2007
Springer
15 years 7 months ago
2007
Springer
Theories of how the brain computes can be differentiated in three general conceptions: the algorithmic approach, the neural information processing (neurocomputational) approach an...
99
Voted
FOCS
2006
IEEE
15 years 6 months ago
2006
IEEE
We give the first representation-independent hardness results for PAC learning intersections of halfspaces, a central concept class in computational learning theory. Our hardness...
106
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ISAAC
2005
Springer
15 years 6 months ago
2005
Springer
We characterize the gap between time and space complexity of functions by operators and completeness. First, we introduce a new notion of operators for function complexity classes ...
114
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SCAM
2003
IEEE
15 years 6 months ago
2003
IEEE
In this paper we describe an improved formalisation of slicing in WSL transformation theory and apply the result to a particularly challenging slicing problem: the SCAM mug [1]. W...