A Mathematical Framework for Feature Selection from Real-World Data with Non-Linear Observations

Martin Genzel, Gitta Kutyniok

In this paper, we study the challenge of feature selection based on a relatively small collection of sample pairs $\{(x_i,y_i){\}}_{1\le i\le m}$. The observations $y_i \in \mat…