In a recent article in Artificial Life, Chu and Ho suggested that Rosen’s central result about the simulability of living systems might be flawed. This argument was later declare...
Most of the work which attempts to give bounds on the generalization error of the hypothesis generated by a learning algorithm is based on methods from the theory of uniform conve...
Next to prediction accuracy, the interpretability of models is one of the fundamental criteria for machine learning algorithms. While high accuracy learners have intensively been e...