Optimization over bounded-rank matrices through a desingularization enables joint global and local guarantees.

Quentin Rebjock Nicolas Boumal

Published in: CoRR (2024)

Keyphrases

optimization problems
optimization method
optimization algorithm
global optimization
optimization process
least squares
optimization model
singular values
joint optimization
evolutionary algorithm
neural network
linear programming
combinatorial optimization
linear complementarity problem
coefficient matrix