Graph Machine Learning, Graph Kernels, Explicit Feature Maps, Scalable Machine Learning.
each filter against all patches in the input image.) We use a (non-linear) kernel function for the comparison of two vectors in order to capture more complex dependencies between nodes. The choice of the kernel function can assign different meanings to similarity. For example, the right parameters