Algorithm Analysis and Problem Complexity.

gradients for boosting the structure and the parameters of statistical relational models. The algorithms

introduction to Machine Learning concepts and algorithms such as the Perceptron, Multilayer Perceptron and the

-- Algorithmic Statistics Revisited -- Justifying Information-Geometric Causal Inference -- Interpretation of

, support vector machines, genetic algorithms, particle swarm optimization, simulated annealing, incremental