Learning Predictions for Algorithms with Predictions.
Misha KhodakMaria-Florina F. BalcanAmeet TalwalkarSergei VassilvitskiiPublished in: NeurIPS (2022)
Keyphrases
- learning algorithm
- learning process
- learned models
- computationally efficient
- learning models
- active learning
- learning scheme
- supervised learning
- computational cost
- significant improvement
- noise tolerant
- data structure
- prior knowledge
- learning tasks
- computational complexity
- orders of magnitude
- learning analytics
- generative model
- learning community
- inductive inference
- learning rules
- inverse reinforcement learning
- inductive learning
- convergence rate
- background knowledge
- neural network
- model selection
- optimization problems
- probabilistic model
- evolutionary algorithm
- search algorithm
- machine learning