Interpretable Sequence Classification via Discrete Optimization.
Maayan ShvoAndrew C. LiRodrigo Toro IcarteSheila A. McIlraithPublished in: AAAI (2021)
Keyphrases
- discrete optimization
- sequence classification
- sequence data
- combinatorial optimization problems
- hidden markov models
- markov models
- conditional random fields
- discriminative learning
- combinatorial optimization
- string kernels
- ant colony optimization
- similarity measure
- metaheuristic
- generative model
- optimization problems
- markov random field
- np hard
- support vector