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Online Multiple Kernel Classification
2012
Machine Learning
Although both online learning and kernel learning have been studied extensively in machine learning, there is limited effort in addressing the intersecting research problems of these two important topics. As an attempt to fill the gap, we address a new research problem, termed Online Multiple Kernel Classification (OMKC), which learns a kernel-based prediction function by selecting a subset of predefined kernel functions in an online learning fashion. OMKC is in general more challenging than
doi:10.1007/s10994-012-5319-2
fatcat:hsxs6nmi6fba5cajfrsww6sg2a