# Publications

. Submitted. “

On the Robustness of Information-Theoretic Privacy Measures and Mechanisms.” IEEE Transactions on Information Theory, 66, 4, Pp. 1949 - 1978. ArxivAbstract journal_robustprivacy.pdf

. 4/2020. “Privacy with Estimation Guarantees.” IEEE Transactions on Information Theory, 65, 12, Pp. 8025 - 8042. ArxivAbstract journal_chi.pdf

. 12/2019. “An Information-Theoretic View of Generalization via Wasserstein Distance.” In Proc. IEEE Int. Symp. on Inf. Theory (ISIT).Abstract isit19generalization.pdf

. 2019. “Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions.” In Proc. International Conference on Machine Learning (ICML). ArxivAbstract ctf.pdf

. 2019. “Avoiding Disparate Impact with Counterfactual Distributions.” In NeurIPS Workshop on Ethical, Social and Governance Issues in AI.Abstract wesgai.pdf

. 2018. “On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning.” In Proc. IEEE Int. Symp. on Inf. Theory (ISIT). ArxivAbstract isit18fairness.pdf

. 2018. “The Utility Cost of Robust Privacy Guarantees.” In Proc. IEEE Int. Symp. on Inf. Theory (ISIT). ArxivAbstract isit18robustprivacy.pdf

. 2018. “An Estimation-Theoretic View of Privacy.” In Proc. 55th Annual Allerton Conference on Communication, Control, and Computing. LinkAbstract allerton17privacy.pdf

. 2017. “