Interpretable Models via Pairwise permutations algorithm.
Troy MaaslandandJoão PereiraDiogo BastosMarcus de GoffauMax NieuwdorpAeilko H. ZwindermanEvgeni LevinPublished in: CoRR (2021)
Keyphrases
- pairwise
- probabilistic model
- preprocessing
- search space
- k means
- experimental evaluation
- learning algorithm
- times faster
- detection algorithm
- objective function
- theoretical analysis
- dynamic programming
- simulated annealing
- multiple models
- computationally efficient
- worst case
- improved algorithm
- expectation maximization
- computational complexity
- classification algorithm
- bayesian framework
- recognition algorithm
- parametric models
- graph matching
- convergence rate
- input data
- ant colony optimization
- loss function
- higher order
- significant improvement
- similarity measure
- decision trees