Gaussian process versus margin sampling active learning
This paper compares Gaussian process and margin sampling active learning. Moreover, their improved versions GPMAL and IMS are compared. Experimental results show that the two methods have their own advantages.
gaussian process margin sampling active learning support vector machine manifold-preserving graph reduction