A theory of representation learning gives a deep generalisation of kernel methods

Adam X. Yang, Maxime Robeyns, Edward Milsom +3

The successes of modern deep machine learning methods are founded on their ability to transform inputs across multiple layers to build good high-level representations. It is theref…