Conic Optimization for Robust Quadratic Regression: Deterministic Bounds and Statistical Analysis.
Igor MolybogRamtin MadaniJavad LavaeiPublished in: CDC (2018)
Keyphrases
- statistical analysis
- robust optimization
- randomized algorithms
- upper bound
- optimization problems
- optimization algorithm
- regression model
- pairwise
- computationally efficient
- robust regression
- neural network
- clinical data
- optimization approaches
- human age estimation
- linear regression
- sequential quadratic programming
- regression methods
- partial least squares
- lower and upper bounds
- optimization process
- global optimization
- optimization method
- lower bound