Manifold Approximation leads to Robust Kernel Alignment

Mohammad Tariqul Islam, Du Liu, Deblina Sarkar

Centered kernel alignment (CKA) is a popular metric for comparing representations, determining equivalence of networks, and neuroscience research. However, CKA does not account for…