Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness.
Casey GarnerGilad LermanShuzhong ZhangPublished in: CoRR (2022)
Keyphrases
- multi objective
- optimization algorithm
- evolutionary algorithm
- optimization problems
- lagrange multipliers
- optimization method
- genetic algorithm
- concave convex procedure
- trace norm
- least squares
- global optimization
- low rank
- optimization process
- constrained optimization
- resource allocation
- singular value decomposition
- semidefinite
- simulated annealing
- hard constraints
- regularized least squares
- matrix completion
- laplacian matrix
- loss minimization
- spectral decomposition