Kernel Density Estimation, Regression, Differential Equations, Data Science, Statistics.
worry about it anymore. The next step is crucial. We can evaluate f at a single, fixed position via the Dirac delta function, like so: This will allow us to write the overall loss R[f] as an integral, and empirical risk minimization becomes accessible to standard tools from the calculus of