Automatic control engineering Bayesian Interpretation of Regularization Bayesian inference Cybernetics & systems theory Estimation Theory Gaussian Processes Kernel-based Regularization Linear Dynamical Systems Machine Learning Machine learning Nonlinear Dynamical Systems Probability & statistics Regularization Networks Reproducing Kernel Hilbert Spaces Statistical physics Support Vector Machines System Identification