Titlebook: ICANN 98; Proceedings of the 8 Lars Niklasson,Mikael Bodén,Tom Ziemke Conference proceedings 1998 Springer-Verlag London 1998 agents.artifi

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1431-6854 which started in Helsinki in 1991. Since then ICANN has taken place in Brighton, Amsterdam, Sorrento, Paris, Bochum and Lausanne, and has become Europe‘s major meeting in the field of neural networks. This book contains the proceedings of ICANN 98, held 2-4 September 1998 in Skovde, Sweden. Of 340 s

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Applications of Vapnik’s Theory for Predictionis talk, I will focus on practical issues to see how these results can be used to design efficient predictors on real world problems..I will present the main concepts and detail the local risk minimization approach. I will then illustrate this technique on real-world prediction tasks and discuss the practical problems faced.

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Conference proceedings 1998ted in Helsinki in 1991. Since then ICANN has taken place in Brighton, Amsterdam, Sorrento, Paris, Bochum and Lausanne, and has become Europe‘s major meeting in the field of neural networks. This book contains the proceedings of ICANN 98, held 2-4 September 1998 in Skovde, Sweden. Of 340 submissions

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Variational Learning in Graphical Models and Neural Networkst, they offer a more controlled approximation framework than techniques such as Laplace’s method, while avoiding the mixing and convergence issues of Markov chain Monte Carlo methods, or the possible computational intractability of exact algorithms. In this paper we review the underlying framework o

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