The Mean-Field Approximation: Information Inequalities, Algorithms, and Complexity.
Vishesh JainFrederic KoehlerElchanan MosselPublished in: COLT (2018)
Keyphrases
- worst case
- computational cost
- data structure
- significant improvement
- structural information
- computationally efficient
- feature selection
- theoretical analysis
- decision problems
- spatial information
- lower complexity
- neural network
- complexity analysis
- memory requirements
- times faster
- orders of magnitude
- machine learning algorithms
- information processing
- information sources
- domain knowledge
- computational complexity
- information retrieval
- data mining