Meta-Learning Parameterized First-Order Optimizers using Differentiable Convex Optimization.
Tanmay GautamSamuel PfrommerSomayeh SojoudiPublished in: CoRR (2023)
Keyphrases
- convex optimization
- meta learning
- inductive learning
- learning tasks
- model selection
- machine learning algorithms
- convex optimization problems
- objective function
- higher order
- first order logic
- machine learning
- total variation
- data mining
- metamodel
- decision trees
- feature selection
- base classifiers
- knowledge acquisition
- supervised learning