Research project: Numerical Algorithms for Data Modeling

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We consider exact and approximate fitting of data by models. The problems are posed in the behavioral setting, i.e., the models are viewed as sets of outcomes and are not a priori bound to particular representations. This formulation gives freedom in the choice of the most suitable representation for a particular purpose.