Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Abstract: Linear regression and its variants have achieved considerable success in image classification. However, those methods still encounter two challenges when dealing with hyperspectral image ...

Linear Boosting is a two stage learning process. Firstly, a linear model is trained on the initial dataset to obtain predictions. Secondly, the residuals of the previous step are modeled with a ...

Abstract: Projection-based iterative methods for solving large over-determined linear systems are well-known for their simplicity and computational efficiency. It is also known that the correct choice ...