Flávio P. Calmon

Optimized Pre-Processing for Discrimination Prevention

Flávio P. Calmon, Dennis Wei, Bhanukiran Vinzamuri et al. · Neural Information Processing Systems · 2017 · 400 citations

Artificial Intelligence, Engineering, Machine Learning +21

Tunable Measures for Information Leakage and Applications to Privacy-Utility Tradeoffs

Jiachun Liao, Oliver Kosut, Lalitha Sankar et al. · IEEE Transactions on Information Theory · 2019 · 96 citations

Privacy Protection, Engineering, Information Security +19

Fundamental limits of perfect privacy

Flávio P. Calmon, Ali Makhdoumi, Muriel Médard · 2015 · 79 citations

Privacy Protection, Engineering, Information Security +17

How to hide the elephant- or the donkey- in the room: Practical privacy against statistical inference for large data

Salman Salamatian, Amy Zhang, Flávio P. Calmon et al. · 2013 · 72 citations

Privacy Protection, Engineering, Information Security +23

Principal Inertia Components and Applications

Flávio P. Calmon, Ali Makhdoumi, Muriel Médard et al. · IEEE Transactions on Information Theory · 2017 · 72 citations

Privacy Protection, Engineering, Information Privacy +18