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stat.ML2018
Distributionally Robust Graphical Models
Rizal Fathony, Ashkan Rezaei, Mohammad Ali Bashiri +2
In many structured prediction problems, complex relationships between variables are compactly defined using graphical structures. The most prevalent graphical prediction methods---…
stat.ML2017
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…