CSCE 973: Support Vector Machines

Core theory of the machine learning technique called support vector machines. Margin, kernels, and the formulation of a machine learning problem as an optimization problem that can be solved optimally. Implementation issues, kernel design, the appropriateness of various kernels for different applications, and regularization.
Credit Hours: 3
Course Format: Lecture 3
Course Delivery: Classroom