Meta-Learning Parameterized First-Order Optimizers Using Differentiable Convex Optimization.
Tanmay GautamSamuel PfrommerSomayeh SojoudiPublished in: CDC (2023)
Keyphrases
- convex optimization
- meta learning
- inductive learning
- learning tasks
- machine learning algorithms
- model selection
- higher order
- total variation
- decision trees
- machine learning
- data mining
- convex optimization problems
- loss function
- first order logic
- feature selection
- objective function
- metamodel
- optimization problems
- high dimensional
- training set
- reinforcement learning