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Proving unfairness of decision making systems without model access.

, , and . Expert Syst. Appl., 213 (Part): 118987 (2023)

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Topic modeling of behavioral modes using sensor data., , , and . Int. J. Data Sci. Anal., 1 (1): 51-60 (2016)Privacy-Preserving Decision Trees Training and Prediction., , , , , and . ECML/PKDD (1), volume 12457 of Lecture Notes in Computer Science, page 145-161. Springer, (2020)Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning., , , , and . PKDD/ECML Workshops (1), volume 1167 of Communications in Computer and Information Science, page 590-604. Springer, (2019)Privacy-Preserving Decision Tree Training and Prediction against Malicious Server., , , , , and . IACR Cryptology ePrint Archive, (2019)Matrix factorization approach to behavioral mode analysis from acceleration data., , , and . DSAA, page 1-6. IEEE, (2015)Optimal Linear Imputation with a Convergence Guarantee., and . ICPRAM (Revised Selected Papers), volume 10857 of Lecture Notes in Computer Science, page 62-79. Springer, (2017)ARIMA-based motor anomaly detection in schizophrenia inpatients., , , , and . BHI, page 430-433. IEEE, (2018)Explainable AI and Adoption of Financial Algorithmic Advisors: An Experimental Study., , and . AIES, page 390-400. ACM, (2021)Proving unfairness of decision making systems without model access., , and . Expert Syst. Appl., 213 (Part): 118987 (2023)Explainable AI and Adoption of Algorithmic Advisors: an Experimental Study., , and . CoRR, (2021)