Adversarial Structured Prediction for Multivariate Measures

Hong Wang, Ashkan Rezaei, Brian D. Ziebart

Many predicted structured objects (e.g., sequences, matchings, trees) are evaluated using the F-score, alignment error rate (AER), or other multivariate performance measures. Since…