All bad local minima eliminated from loss landscapes with groundbreaking method.
The method described in the article can remove all bad local minima from any loss landscape, as long as the global minimum has a loss of zero. This technique does not require adding extra units or being specific to neural networks. By converting bad local minima into bad minima at infinity, the approach ensures a more efficient optimization process.