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08/14/2016
Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data
Machine learning methods are used to discover complex nonlinear relation...
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11/10/2014
N^3LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data
We propose a feature selection method that finds non-redundant features ...
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06/25/2012
A Geometric Algorithm for Scalable Multiple Kernel Learning
We present a geometric formulation of the Multiple Kernel Learning (MKL)...
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04/16/2012
Efficient Protocols for Distributed Classification and Optimization
In distributed learning, the goal is to perform a learning task over dat...
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02/27/2012
