Sparsest Univariate Learning Models Under Lipschitz Constraint

Shayan Aziznejad, Thomas Debarre, Michael Unser

Beside the minimization of the prediction error, two of the most desirable properties of a regression scheme are stability and interpretability. Driven by these principles, we prop…