Oja, Erkki
Unsupervised learning, PCA, ICA, SOM, statistical pattern recognition, image and signal analysis.
Olier, Ivan
Artificial intelligence, generative topographic map, missing data.
Olshausen, Bruno
Visual coding, statistics of images, independent components analysis.
Opper, Manfred
Statistical physics, information theory and applied probability and applications to machien learning and complex systems.
Paccanaro, Alberto
Learning distributed representation of concepts from relational data.
Pathegama, Mahinda
Intelligent information systems, physiological sciences systems.
Pearlmutter, Barak
Neural networks, machine learning, acoustic source separation and localisation, independent component analysis, brain imaging.
Phillips, Jonathon
Face recognition.
Rao, Rajesh P. N.
Models of human and computer vision.
Rasmussen, Carl Edward
Gaussian processes, non-linear Bayesian inference, evaluation and comparison of network models.
Revow, Michael
Hand-written character recognition.
Roberts, Stephen
Machine learning and medical data analysis, independent component analysis and information theory.
Rovetta, Stefano
Research on Machine Learning/Neural Networks/Clustering. Applications to DNA microarray data analysis/industrial automation/information retrieval. Teaching activities.
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.
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