Roweis, Sam T.
Speech processing, auditory scene analysis, machine learning.
Russell, Stuart
Many aspects of probabilistic modelling, identity uncertainty, expressive probability models.
Saad, David
Neural computing, error-correcting codes and cryptography using statistical and statistical mechanics techniques.
Sahani, Maneesh
Statistical analysis of neural data, experimental design in neuroscience.
Sallans, Brian
Decision making under uncertainty, reinforcement learning, unsupervised learning.
Saul, Lawrence K.
Machine learning, pattern recognition, neural networks, voice processing, auditory computation.
Saund, Eric
Intermediate level structure in vision.
Schein, Andrew I.
Machine learning approaches to data mining focussing on text mining applications.
Schetinin, Vitaly
Biomedical data mining, diagnostic rule extraction and quality control in industry using a variety of techniques.
Sejnowski, Terry
Sensory representation in visual cortex, memory representation and adaptive organization of visuo-motor transformations.
Seung, Sebastian
Short-term memory, learning and memory in the brain, computational learning theory.
Shkolnik, Alexander
Neurally controlled robotics.
Shuurmans, Dale
Computational learning, complex probability modelling.
Simard, Patrice
Machine learning and generalization.
Smola, Alex J.
Kernel methods for prediction and data analysis.
Storkey, Amos
Belief networks, dynamic trees, image models, image processing, probabilistic methods in astronomy, scientific data mining, Gaussian processes and Hopfield neural networks.
Sutton, Richard S.
Reinforcement learning.
Sykacek, Peter
Brain Computer Interface.
Teh, Yee Whye
Learning and inference in complex probabilistic models.
Tipping, Mike
Bayesian learning, relevance vector machine, probabilistic principal component analysis.
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