Bridging deep and multiple kernel learning: A review

T Wang, L Zhang, W Hu - Information Fusion, 2021 - Elsevier
Kernel methods and deep learning are two of the most currently remarkable machine
learning techniques that have achieved great success in many applications. Kernel methods …

Optimal neighborhood multiple kernel clustering with adaptive local kernels

J Liu, X Liu, J ** support vector machines
Y Li, T Zhang - Neural Networks, 2017 - Elsevier
The choice of kernel has an important effect on the performance of a support vector machine
(SVM). The effect could be reduced by NEUROSVM, an architecture using multilayer …

Boolean kernels for collaborative filtering in top-N item recommendation

M Polato, F Aiolli - Neurocomputing, 2018 - Elsevier
In many personalized recommendation problems available data consists only of positive
interactions (implicit feedback) between users and items. This problem is also known as One …