Stochastic Gradient Descent Variants for Corrupted Systems of Linear Equations.
Jamie HaddockDeanna NeedellElizaveta RebrovaWilliam SwartworthPublished in: CISS (2020)
Keyphrases
- stochastic gradient descent
- systems of linear equations
- matrix factorization
- least squares
- loss function
- step size
- random forests
- weight vector
- regularization parameter
- coefficient matrix
- support vector machine
- multiple kernel learning
- online algorithms
- binary classification
- linear combination
- image processing
- active learning
- pairwise