Bridging Supervised Learning and Test-Based Co-optimization

@article{Popovici2017BridgingSL,
  title={Bridging Supervised Learning and Test-Based Co-optimization},
  author={Elena Popovici},
  journal={Journal of Machine Learning Research},
  year={2017},
  volume={18},
  pages={38:1-38:39}
}
This paper takes a close look at the important commonalities and subtle differences between the well-established field of supervised learning and the much younger one of cooptimization. It explains the relationships between the problems, algorithms and views on cost and performance of the two fields, all throughout providing a two-way dictionary for the respective terminologies used to describe these concepts. The intent is to facilitate advancement of both fields through transfer and cross… CONTINUE READING