Optimization

A. Choromanska, M. Henaff, M. Mathieu, G. Arous, Y. LeCun, "The loss surfaces of multilayer networks", International Conference on Artificial Intelligence and Statistics, pages 192-204, 2015.

B. Haeffele, R. Vidal, "Global optimality in neural network training", IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, 2017.

B. Haeffele, R. Vidal, “Global optimality in tensor factorization, deep learning, and beyond”, Preprint, 2015.

H. Zhang, L. Liu, H. Zhou, H. Sun, N. Zheng, "CMD: controllable matrix decomposition with global optimization for deep neural network compression", Machine Learning, January 2022.