cs.LG cs.NA math.NA math.OC math.PR stat.ML 68T07, 65K10, 60G60, 65D15 G.1.6; F.2.0; G.3
Non-convergence to global minimizers in data driven supervised deep learning: Adam and stochastic gradient descent optimization provably fail to converge to global minimizers in the training of deep neural networks with ReLU activation
Sonja Hannibal Arnulf Jentzen Do Minh Thang