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» Nonlinear functional regression: a functional RKHS approach
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ECML
2006
Springer
15 years 2 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 2 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 11 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 11 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 4 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...