Abstract: Support vector machines (SVMs) are popular learning algorithms to deal with binary classification problems. They traditionally assume equal misclassification costs for each class; however, ...

Abstract: This paper characterizes the rate region of the vector Gaussian CEO problem with the trace distortion constraint. We develop a new analysis technique based ...