Notes on stable learning with piecewise-linear basis functions
Optimization and Control
2018-04-27 v1 Machine Learning
Abstract
We discuss technical results on learning function approximations using piecewise-linear basis functions, and analyze their stability and convergence using nonlinear contraction theory.
Cite
@article{arxiv.1804.10085,
title = {Notes on stable learning with piecewise-linear basis functions},
author = {Winfried Lohmiller and Philipp Gassert and Jean-Jacques Slotine},
journal= {arXiv preprint arXiv:1804.10085},
year = {2018}
}