2263 search results - page 174 / 453 » The Use of Functional and Logic Languages in Machine Learnin... |
163
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ECML
2007
Springer
16 years 6 days ago
2007
Springer
L1 regularization is effective for feature selection, but the resulting optimization is challenging due to the non-differentiability of the 1-norm. In this paper we compare state...
187
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JMLR
2008
15 years 6 months ago
2008
The use of computational models is increasingly expected to play an important role in predicting the behaviour of biological systems. Models are being sought at different scales o...
156
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GECCO
2004
Springer
15 years 11 months ago
2004
Springer
We present a new method of Logic-Based Genetic Programming (LBGP). Using the intrinsic mechanism of backtracking in Prolog, we utilize large individual programs with redundant clau...
155
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ECCC
2007
15 years 6 months ago
2007
We prove space hierarchy and separation results for randomized and other semantic models of computation with advice where a machine is only required to behave appropriately when g...
141
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APAL
2002
15 years 5 months ago
2002
The paper introduces a semantics for the language of classical first order logic supplemented with the additional operators and . This semantics understands formulas as tasks. An ...