Browsing by Keyword "f-divergence"
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Estimation and Optimization of Information Measures with Applications to Fairness and Differential Privacy
(2023-05-17)My dissertation solves three theoretical problems on optimizing and estimating information measures, and it also builds on this theory to introduce novel practical algorithms for: 1) Optimal mechanism design for differential ...