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31 -
Jaakkola, Tommi S.
07-January-2012
Graphical models, variational methods, kernel methods.
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32 -
Ghahramani, Zoubin
07-January-2012
Sensorimotor control, unsupervised learning, probabilistic machine learning.
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33 -
Boutilier, Craig
07-January-2012
Decision making and planning under uncertainty, reinforcement learning, game theory and economic models.
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34 -
Rasmussen, Carl Edward
07-January-2012
Gaussian processes, non-linear Bayesian inference, evaluation and comparison of network models.
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35 -
Maass, Wolfgang
07-January-2012
Theory of computation, computation in spiking neurons.
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36 -
Meila, Marina
07-January-2012
Graphical models, learning in high dimensions, tree networks.
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37 -
Friedman, Nir
07-January-2012
Learning of probabilistic models, applications to computational biology.
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38 -
Oja, Erkki
07-January-2012
Unsupervised learning, PCA, ICA, SOM, statistical pattern recognition, image and signal analysis.
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39 -
Bach, Francis
07-January-2012
Machine learning, kernel methods, kernel independent component analysis and graphical models
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40 -
Hansen, Lars Kai
07-January-2012
Neural network ensembles, adaptive systems and applications in neuroinformatics.
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