Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces.

Yatin Nandwani Deepanshu Jindal Mausam Parag Singla

Published in: ICLR (2021)

Keyphrases

combinatorial problems
neural learning
structured output
constraint programming
metaheuristic
constraint satisfaction problems
traveling salesman problem

combinatorial optimization
constraint satisfaction
phase transition
multi layered
maximum margin
structured prediction
latent variables

global constraints
branch and bound algorithm
multiclass classification
incremental learning
neural network
conditional random fields

optimization problems
discriminative learning
genetic algorithm
markov networks
np complete
information extraction