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» Conditional Linear Planning
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136
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JAC
2008
15 years 5 months ago
Quantization of cellular automata
Take a cellular automaton, consider that each configuration is a basis vector in some vector space, and linearize the global evolution function. If lucky, the result could actually...
Pablo Arrighi, Vincent Nesme
129
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AUTOMATICA
2008
71views more  AUTOMATICA 2008»
15 years 3 months ago
Performance of convergence-based variable-gain control of optical storage drives
In this paper, a method for the performance assessment of a variable-gain control design for optical storage drives is proposed. The variablegain strategy is used to overcome well...
Nathan van de Wouw, H. A. Pastink, Marcel F. Heert...
123
Voted
CORR
2008
Springer
99views Education» more  CORR 2008»
15 years 3 months ago
When is there a representer theorem? Vector versus matrix regularizers
We consider a general class of regularization methods which learn a vector of parameters on the basis of linear measurements. It is well known that if the regularizer is a nondecr...
Andreas Argyriou, Charles A. Micchelli, Massimilia...
132
Voted
CORR
2007
Springer
164views Education» more  CORR 2007»
15 years 3 months ago
Consistency of the group Lasso and multiple kernel learning
We consider the least-square regression problem with regularization by a block 1-norm, that is, a sum of Euclidean norms over spaces of dimensions larger than one. This problem, r...
Francis Bach
171
Voted
ECRA
2007
139views more  ECRA 2007»
15 years 3 months ago
Common structure and properties of filtering systems
Recommendation systems have been studied actively since the 1990s. Generally, recommendation systems choose one or more candidates from a set of candidates through a filtering pro...
Junichi Iijima, Sho Ho