Data driven algorithms for limited labeled data learning.
Maria-Florina BalcanDravyansh SharmaPublished in: CoRR (2021)
Keyphrases
- data driven
- learning algorithm
- learning systems
- learning process
- theoretical analysis
- online learning
- computational cost
- noise tolerant
- mobile learning
- benchmark datasets
- machine learning algorithms
- active learning
- computer vision
- supervised learning
- data structure
- machine learning
- inductive inference
- learning scheme
- incremental learning
- times faster
- background knowledge
- reinforcement learning
- computational complexity
- evolutionary algorithm
- probabilistic model
- data mining techniques
- optimization problems
- worst case