Random Sketching for Neural Networks With ReLU - Wang, Di; Zeng, Jinshan; Lin, Shao-Bo (IEEE transaction on neural networks and learning systems, 2021)
Keywords: Algorithms; Approximation; Back propagation; Back propagation networks; Computer applications; Convergence; Deep learning; Design optimization; Generalization error; Humans; Kernel; Learning algorithms; Least squares method; Least-Squares Analysis; Linear Models; Machine Learning; Mathematical analysis; Neural networks; Neural Networks, Computer; Optimization; random sketching; rectified linear unit (ReLU); Theoretical analysis; Training