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NIPS
1996
15 years 6 months ago
Radial Basis Function Networks and Complexity Regularization in Function Learning
In this paper we apply the method of complexity regularization to derive estimation bounds for nonlinear function estimation using a single hidden layer radial basis function netwo...
Adam Krzyzak, Tamás Linder
153
Voted
IEICET
2008
147views more  IEICET 2008»
15 years 5 months ago
Compression Function Design Principles Supporting Variable Output Lengths from a Single Small Function
In this paper, we introduce new compression function design principles supporting variable output lengths (multiples of size n). They are based on a function or block cipher with a...
Donghoon Chang, Mridul Nandi, Jesang Lee, Jaechul ...
CORR
2010
Springer
72views Education» more  CORR 2010»
15 years 1 months ago
X-Armed Bandits
We consider a generalization of stochastic bandit problems where the set of arms, X, is allowed to be a generic topological space. We constraint the mean-payoff function with a di...
Sébastien Bubeck, Rémi Munos, Gilles...
SIAMCO
2008
56views more  SIAMCO 2008»
15 years 4 months ago
Singular Trajectories of Control-Affine Systems
Abstract. When applying methods of optimal control to motion planning or stabilization problems, some theoretical or numerical difficulties may arise, due to the presence of specif...
Yacine Chitour, Frédéric Jean, Emman...
GPCE
2003
Springer
15 years 10 months ago
Concept-Controlled Polymorphism
Concepts—sets of abstractions related by common requirements— have a central role in generic programming. This paper proposes a general framework for using concepts to control ...
Jaakko Järvi, Jeremiah Willcock, Andrew Lumsd...