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» Nonlinear functional regression: a functional RKHS approach
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ECML
2006
Springer
15 years 1 months ago
Approximate Policy Iteration for Closed-Loop Learning of Visual Tasks
Abstract. Approximate Policy Iteration (API) is a reinforcement learning paradigm that is able to solve high-dimensional, continuous control problems. We propose to exploit API for...
Sébastien Jodogne, Cyril Briquet, Justus H....
APAQS
2001
IEEE
15 years 1 months ago
End-to-End Integration Testing
Integration testing has always been a challenge especially if the system under test is large with many subsystems and interfaces. This paper proposes an approach to design End-toE...
Raymond A. Paul
SAC
2002
ACM
14 years 9 months ago
Location adjustment for the minimum volume ellipsoid estimator
Estimating multivariate location and scatter with both affine equivariance and positive breakdown has always been difficult. A well-known estimator which satisfies both properties...
Christophe Croux, Gentiane Haesbroeck, Peter J. Ro...
BMCBI
2005
115views more  BMCBI 2005»
14 years 9 months ago
SUPERFICIAL - Surface mapping of proteins via structure-based peptide library design
Background: The determination of protein surfaces and the detection of binding sites are essential to our understanding of protein-protein interactions. Such binding sites can be ...
Andrean Goede, Ines S. Jaeger, Robert Preissner
ISAAC
2005
Springer
127views Algorithms» more  ISAAC 2005»
15 years 3 months ago
Decision Making Based on Approximate and Smoothed Pareto Curves
Abstract. We consider bicriteria optimization problems and investigate the relationship between two standard approaches to solving them: (i) computing the Pareto curve and (ii) the...
Heiner Ackermann, Alantha Newman, Heiko Rögli...