Data Science, Kernel Trick, Machine Learning, Machine Learning Theory.
(x₁,y₁),…,(xₙ,yₙ)∈𝒳 × ℝ, every minimizer of the empirical loss for arbitrary loss function L: ( 𝒳 × ℝ² )ⁿ → ℝ and any strictly increasing function g: [0,∞) → ℝ measuring the complexity of a function basing on its norm admits a representation of the form: In a word, it tells us that in order to find