Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization - Wang, Gang; Giannakis, Georgios B.; Chen, Jie (IEEE transactions on signal processing, 2019)
Keywords: Algorithms; Artificial neural networks; Computational modeling; Deep learning; Domains; Empirical analysis; escaping local minima; Fasteners; generalization; global optimality; Iterative algorithms; Iterative methods; Lower bounds; Machine learning; Maxima; Neural networks; Neurons; Optimization; Random noise; Saddle points; Signal processing algorithms; stochastic gradient descent; Training; Upper bounds