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NIPS
2004
13 years 11 months ago
Kernel Projection Machine: a New Tool for Pattern Recognition
This paper investigates the effect of Kernel Principal Component Analysis (KPCA) within the classification framework, essentially the regularization properties of this dimensional...
Laurent Zwald, Régis Vert, Gilles Blanchard...
BMCBI
2008
117views more  BMCBI 2008»
13 years 10 months ago
Cascaded classifiers for confidence-based chemical named entity recognition
Chemical named entities represent an important facet of biomedical text. We have developed a system to use character-based ngrams, Maximum Entropy Markov Models and rescoring to r...
Peter Corbett, Ann A. Copestake
COR
2008
80views more  COR 2008»
13 years 10 months ago
Multi-period capacitated location with modular equipments
This work deals with a multi-period capacitated location problem inspired by telecommunication access network planning problems, where demands and costs vary from one period to an...
Éric Gourdin, Olivier Klopfenstein
JFR
2008
76views more  JFR 2008»
13 years 10 months ago
Robust trajectory tracking for a reversing tractor trailer
Tractor-trailer reversing is a classical non-linear control problem in which many of the solutions proposed in the literature perform poorly in the presence of real-world constrai...
Cédric Pradalier, Kane Usher
ML
2008
ACM
152views Machine Learning» more  ML 2008»
13 years 10 months ago
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
András Antos, Csaba Szepesvári, R&ea...