@article{smartpredictthenoptimize,
  title = {Smart "Predict, then Optimize"},
  author = {Adam N. Elmachtoub and Paul Grigas},
  year = {2017},
  eprint = {1710.08005},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1710.08005v5},
}