Mathematical analysis of the gradients in deep learning. - Steffen Dereich; Thang Do; Arnulf Jentzen; Frederic Weber (CoRR, 2025)

Non-convergence to the optimal risk for Adam and stochastic gradient descent optimization in the training of deep neural networks. - Thang Do; Arnulf Jentzen; Adrian Riekert (CoRR, 2025)