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Algorithms based on kernel methods play a central role in modern machine learning and nonparametric statistics. At the core of these algorithms are a number of linear algebra operations on matrices of kernel functions which take as arguments the training and testing data. These algorithms range from the simple matrix-vector product, to more complex matrix(More)
Social Networks play a very important role as a medium to propagate information among people. Marketers use this to campaign for their products and influence customers. However, it is not practically possible for a marketer to reach out to each and every individual prospective/existing customer due to the sheer size of the networks (in the orders of(More)
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