Sparse Approximations with Interior Point Methods.
Valentina De SimoneDaniela di SerafinoJacek GondzioSpyridon PougkakiotisMarco ViolaPublished in: SIAM Rev. (2022)
Keyphrases
- interior point methods
- sparse approximations
- sparse representation
- convex optimization
- gaussian process
- linear programming
- primal dual
- linear program
- semidefinite programming
- quadratic programming
- solving problems
- computationally intensive
- hyperparameters
- regression model
- cross validation
- learning algorithm
- model selection
- image classification
- higher order
- dynamic programming
- support vector
- objective function