Stochastic Gradient, Machine Learning, AI, Gradient Descent.
larger λ) That is we identify “complex functions” with those with large weights. To see how this addresses the overfitting problem, we note that a degree-m polynomial passing through m points is likely to have all non-zero coefficients, including some large coefficients. A linear function has