The cavity method: from exact solutions to algorithms.
Alfredo BraunsteinGuilhem SemerjianPublished in: CoRR (2022)
Keyphrases
- significant improvement
- theoretical analysis
- computational cost
- recently developed
- computational complexity
- synthetic and real data sets
- experimental evaluation
- search methods
- hybrid method
- computationally efficient
- high accuracy
- optimization method
- combinatorial optimization
- similarity measure
- detection method
- exhaustive search
- high precision
- statistical methods
- fully automatic
- highly efficient
- computational efficiency
- optimization algorithm
- cost function
- objective function
- learning algorithm
- synthetic and real datasets
- methods require
- data mining
- methods outperform
- machine learning methods
- classification algorithm
- synthetic data
- classification accuracy
- association rules
- decision trees