Generalized Submodular Information Measures: Theoretical Properties, Examples, Optimization Algorithms, and Applications.
Rishabh K. IyerNinad KhargonkarJeff A. BilmesHimanshu AsnaniPublished in: IEEE Trans. Inf. Theory (2022)
Keyphrases
- learning algorithm
- theoretical analysis
- optimization problems
- benchmark datasets
- optimization algorithm
- optimization methods
- computational complexity
- significant improvement
- information retrieval
- computationally efficient
- combinatorial optimization
- orders of magnitude
- contextual information
- information processing
- keywords
- information sources
- website
- information extraction
- prior knowledge
- evolutionary algorithm
- data structure