Parametric and Non-Parametric Learning
How much to assume about the world before observing it? The parametric/non-parametric distinction is an epistemic stance toward knowledge itself.
machinelearningpatternrecognitionbiasvariancetradeofftradeoffparametricgenerativemodelregularizationbayesianstatistics