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quant-ph2019
Gentle Measurement of Quantum States and Differential Privacy
Scott Aaronson, Guy N. Rothblum
In differential privacy (DP), we want to query a database about n users, in a way that "leaks at most eps about any individual user," even conditioned on any outcome of the query.…
cs.LG2019★ 5 cited
Preference-Informed Fairness
Michael P. Kim, Aleksandra Korolova, Guy N. Rothblum +1
We study notions of fairness in decision-making systems when individuals have diverse preferences over the possible outcomes of the decisions. Our starting point is the seminal wor…