Provability/Stability

R. Vidal, J. Bruna, R. Giryes, S. Soatto, “Mathematics of deep learning”, Preprint, 2018.

M. Nouiehed, M. Razaviyay, “Learning deep models: Critical points and local openness” Preprint, 2018.

C. Yun, S. Sra, A.Jadbabaie, “A critical view of global optimality in deep learning”, International Conference on Machine Learning Representations”, ICLR 2018, 2018.