Bilevel stochastic methods for optimization and machine learning: Bilevel stochastic descent and DARTS.
Tommaso GiovannelliGriffin KentLuís Nunes VicentePublished in: CoRR (2021)
Keyphrases
- stochastic methods
- optimization methods
- machine learning
- linear programming
- bilevel programming
- optimization method
- optimization algorithm
- optimization problems
- machine learning algorithms
- active learning
- support vector machine
- simulated annealing
- computer vision
- cost function
- neural network
- evolutionary algorithm
- text classification
- training data
- decision trees
- feature selection
- mathematical programming
- optimality conditions
- learning algorithm
- mathematical program