Nonlinear regression. Like linear regressions but the parameters enter nonlinearly in the function representation, for example as weights in a multi-layer perceptron (MLP), i.e. a ANN, with usually a few layers (shallow learning..). Vowpal Wabbit is good for logistic regression.