Browsing Mathematics (Faculty of) 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 ... -
Regime Switching and Technical Trading with Dynamic Bayesian Networks in High-Frequency Stock Markets
Tayal, Aditya (University of Waterloo, 2009-05-23)Technical analysis has been thwarted in academic circles, due to the Efficient Market Hypothesis, which had significant empirical support early on. However recently, there is accumulating evidence that the markets are not ...