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In this contribution, we consider the classification of time series and similar functional data which can be represented in complex …

We introduce exact macroscopic on-line learning dynamics of two-layer neural networks with ReLU units in the form of a system of …

We introduce a modeling framework for the investigation of on-line machine learning processes in non-stationary environments. We …

In this contribution, we consider the classification of time-series and similar functional data which can be represented in complex …

In recent years, several automatic segmentation methods have been proposed for blood vessels in retinal fundus images, ranging from …