Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized.
Shomik JainKathleen CreelAshia WilsonPublished in: CoRR (2024)
Keyphrases
- machine learning
- resource allocation
- machine learning algorithms
- active learning
- machine learning methods
- artificial intelligence
- information extraction
- pattern recognition
- explanation based learning
- knowledge acquisition
- text mining
- natural language processing
- learning systems
- evolutionary algorithm
- data analysis
- feature selection
- computer vision
- inductive learning
- knowledge representation
- machine learning approaches
- inductive logic programming
- semi supervised learning
- web resources
- text classification
- computational intelligence
- knowledge discovery
- supervised machine learning
- application of machine learning methods
- learning classifier systems
- resource consumption
- optimal allocation
- resource usage
- real time
- kernel methods
- feature space
- computer science
- decision trees
- website
- learning algorithm
- databases
- data sets