A New Class of Incremental Gradient Methods for Least Squares Problems.
Dimitri P. BertsekasPublished in: SIAM J. Optim. (1997)
Keyphrases
- least squares
- search methods
- practical problems
- optimization problems
- difficult problems
- machine learning
- significant improvement
- optimization methods
- benchmark datasets
- machine learning methods
- methods can be applied
- theoretical guarantees
- heuristic methods
- robust estimation
- linear regression
- cross validation
- parameter estimation
- preprocessing
- optimal solution