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Manresa-Yee \u201cA Novel Approach to Cross dataset studies in Facial Expression Recognition \u201d Multimed. Tools Appl.  S. Ramis J. . Buades F. J. Perales and C. Manresa-Yee \u201cA Novel Approach to Cross dataset studies in Facial Expression Recognition \u201d Multimed. Tools Appl."},{"key":"e_1_3_2_1_38_1","volume-title":"Counterfactual Fairness","author":"Kusner M. J.","year":"2017","unstructured":"M. J. Kusner , C. Russell , J. Loftus , and R. Silva , \u201c Counterfactual Fairness ,\u201d Jan. 2017 . M. J. Kusner, C. Russell, J. Loftus, and R. Silva, \u201cCounterfactual Fairness,\u201d Jan. 2017."},{"key":"e_1_3_2_1_39_1","first-page":"3331","volume-title":"Proceedings of the 30th International Conference on Neural Information Processing Systems","author":"Hardt M.","year":"2016","unstructured":"M. Hardt , E. Price , and N. 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