Notes on stable learning with piecewise-linear basis functions

Winfried Lohmiller, Philipp Gassert, Jean-Jacques Slotine

We discuss technical results on learning function approximations using piecewise-linear basis functions, and analyze their stability and convergence using nonlinear contraction the…