As quantum computing hardware advances, the demand for scalable, precise, and fully automated verification techniques for ...

Abstract: Generalized eigenvalue proximal support vector machines (GEPSVMs) are a simple and effective binary classification method in which each hyperplane is closest to one of the two classes and as ...

Read more › Harvard fight: Harvard sued the Trump administration less than 24 hours after the Homeland Security Department said it would block international students from attending the ...

Abstract: Nonlinear system identification based on support vector machines (SVM) has been usually addressed by means of the standard SVM regression (SVR), which can be seen as an implicit nonlinear ...

booktitle = {Proceedings of the 35th International Conference on Machine Learning}, pages = {4393--4402 ... In this paper we introduce a new anomaly detection method—Deep Support Vector Data ...