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101
Voted
ALDT
2011
Springer
14 years 2 months ago
2011
Springer
129
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ICML
1990
IEEE
15 years 6 months ago
1990
IEEE
We present an approach to modeling the average case behavior of learning algorithms. Our motivation is to predict the expected accuracy of learning algorithms as a function of the...
126
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
In this paper we present a novel algorithm, CarpeDiem. It significantly improves on the time complexity of Viterbi algorithm, preserving the optimality of the result. This fact ha...
102
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ALT
2010
Springer
15 years 4 months ago
2010
Springer
Known algorithms for learning PDFA can only be shown to run in time polynomial in the so-called distinguishability
140
Voted
AAAI
2011
14 years 2 months ago
2011
End-user interactive machine learning is a promising tool for enhancing human productivity and capabilities with large unstructured data sets. Recent work has shown that we can cr...