Statistical Learning in High Dimensions
List of Speakers
Universite de Montreal
Learningthe Joint Distribution of High-Dimensional Data with Neural Networks
joint work with Sammy Bengio
John Fisher Jr.
Pose estimation from high-resolution SAR images
" joint work with Alan Willsky
University of California, Santa Cruz
"Analysis of microarray gene expression data using SVM"
"Tutorial: Nearest neighbor and proximity problems in high dimensions"
"Fast algorithms for learning tree distributions in high dimensional domains"
"An Application of the Multivariate Kolmogorov-Smirnov Statistic"
Dimension Reduction Techniques for Qualitative and Count Data"
"Accelerating EM for large high-dimensional databases"
joint work with David Heckerman and Christopher Meek
M.I.T. and Universita' di Genova
" SVM classification in high dimensional spaces for bioinformatics and computer vision applications"
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