A complete, closed-form classification of all critical points of L-layer Frobenius-regularized deep matrix factorization, including a necessary and sufficient condition for the absence of non-strict saddle points.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2025 1verdicts
ACCEPT 1representative citing papers
citing papers explorer
-
A Complete Loss Landscape Analysis of Regularized Deep Matrix Factorization
A complete, closed-form classification of all critical points of L-layer Frobenius-regularized deep matrix factorization, including a necessary and sufficient condition for the absence of non-strict saddle points.