Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces.
Yatin NandwaniDeepanshu Jindal MausamParag SinglaPublished in: CoRR (2020)
Keyphrases
- combinatorial problems
- neural learning
- structured output
- constraint programming
- constraint satisfaction problems
- constraint satisfaction
- traveling salesman problem
- metaheuristic
- multi layered
- combinatorial optimization
- phase transition
- structured prediction
- discriminative learning
- latent variables
- incremental learning
- neural network
- branch and bound algorithm
- maximum margin
- global constraints
- generative model
- multiclass classification
- probabilistic model
- hidden markov models
- genetic algorithm