Browsing Computer Science by Author "Tayal, Aditya"
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Effective and Efficient Optimization Methods for Kernel Based Classification Problems
Tayal, Aditya (University of Waterloo, 2014-04-22)Kernel methods are a popular choice in solving a number of problems in statistical machine learning. In this thesis, we propose new methods for two important kernel based classification problems: 1) learning from highly ...