On the identifiability and stable recovery of deep/multi-layer structured matrix factorization. - François Malgouyres; Joseph Landsberg (ITW, 2016)

Stable recovery of the factors from a deep matrix product and application to convolutional networks. Focus on sparsity constraints. - François Malgouyres; Joseph Landsberg (CoRR, 2017)

Multilinear Compressive Sensing and an Application to Convolutional Linear Networks. - François Malgouyres; Joseph Landsberg (SIAM J. Math. Data Sci., 2019)