Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing.
Mahdi SoltanolkotabiDominik StögerChangzhi XiePublished in: COLT (2023)
Keyphrases
- convergence proof
- trace norm
- linear complementarity problem
- rank minimization
- matrix valued
- sensor networks
- real time
- low rank
- bregman divergences
- boltzmann distribution
- global convergence
- sensor fusion
- linear algebra
- regularization parameter
- convergence rate
- iterative algorithms
- learning machines
- generalization bounds
- regularization term
- convergence speed
- prior information
- singular value decomposition
- least squares