An Algorithm and Complexity Results for Causal Unit Selection.
Haiying HuangAdnan DarwichePublished in: CLeaR (2023)
Keyphrases
- learning algorithm
- computational complexity
- linear complexity
- theoretical analysis
- worst case
- experimental evaluation
- high accuracy
- selection algorithm
- detection algorithm
- cost function
- dynamic programming
- computational cost
- simulated annealing
- space complexity
- expectation maximization
- memory requirements
- similarity measure
- segmentation algorithm
- linear programming
- np hard
- preprocessing
- optimal solution
- input data
- computationally efficient
- support vector machine
- probabilistic model
- frequent patterns
- classification algorithm
- k means
- improved algorithm
- estimation algorithm
- causal graph