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Flavio du Pin Calmon
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Year
Optimized pre-processing for discrimination prevention
F Calmon, D Wei, B Vinzamuri, K Natesan Ramamurthy, KR Varshney
Advances in neural information processing systems 30, 2017
6262017
Privacy against statistical inference
F du Pin Calmon, N Fawaz
2012 50th annual Allerton conference on communication, control, and …, 2012
3192012
Managing your private and public data: Bringing down inference attacks against your privacy
S Salamatian, A Zhang, F du Pin Calmon, S Bhamidipati, N Fawaz, ...
IEEE Journal of Selected Topics in Signal Processing 9 (7), 1240-1255, 2015
722015
Multi-path TCP with network coding for mobile devices in heterogeneous networks
J Cloud, F du Pin Calmon, W Zeng, G Pau, LM Zeger, M Médard
2013 IEEE 78th Vehicular Technology Conference (VTC Fall), 1-5, 2013
702013
How to hide the elephant-or the donkey-in the room: Practical privacy against statistical inference for large data
S Salamatian, A Zhang, F du Pin Calmon, S Bhamidipati, N Fawaz, ...
2013 IEEE Global Conference on Signal and Information Processing, 269-272, 2013
682013
Fundamental limits of perfect privacy
FP Calmon, A Makhdoumi, M Médard
2015 IEEE International Symposium on Information Theory (ISIT), 1796-1800, 2015
652015
Hypothesis testing under maximal leakage privacy constraints
J Liao, L Sankar, FP Calmon, VYF Tan
2017 IEEE International Symposium on Information Theory (ISIT), 779-783, 2017
622017
Predictive multiplicity in classification
C Marx, F Calmon, B Ustun
International Conference on Machine Learning, 6765-6774, 2020
542020
Repairing without retraining: Avoiding disparate impact with counterfactual distributions
H Wang, B Ustun, F Calmon
International Conference on Machine Learning, 6618-6627, 2019
542019
Principal inertia components and applications
F du Pin Calmon, A Makhdoumi, M Médard, M Varia, M Christiansen, ...
IEEE Transactions on Information Theory 63 (8), 5011-5038, 2017
532017
Hypothesis testing under mutual information privacy constraints in the high privacy regime
J Liao, L Sankar, VYF Tan, F du Pin Calmon
IEEE Transactions on Information Forensics and Security 13 (4), 1058-1071, 2017
482017
Optimized score transformation for fair classification
D Wei, KN Ramamurthy, FP Calmon
Proceedings of Machine Learning Research 108, 2020
43*2020
Tunable Measures for Information Leakage and Applications to Privacy-Utility Tradeoffs
J Liao, O Kosut, L Sankar, F du Pin Calmon
IEEE Transactions on Information Theory 65 (12), 8043-8066, 2019
422019
A tunable measure for information leakage
J Liao, O Kosut, L Sankar, FP Calmon
2018 IEEE International Symposium on Information Theory (ISIT), 701-705, 2018
422018
On the robustness of information-theoretic privacy measures and mechanisms
M Diaz, H Wang, FP Calmon, L Sankar
IEEE Transactions on Information Theory 66 (4), 1949-1978, 2019
372019
Multi-path data transfer using network coding
F du Pin Calmon, JM Cloud, M Medard, W Zeng
US Patent 9,537,759, 2017
352017
Correcting forecasts with multifactor neural attention
M Riemer, A Vempaty, F Calmon, F Heath, R Hull, E Khabiri
International Conference on Machine Learning, 3010-3019, 2016
342016
Method and apparatus for implementing distributed content caching in a content delivery network
M Medard, F du Pin Calmon, W Zeng
US Patent 9,369,541, 2016
332016
Bounds on inference
FP Calmon, M Varia, M Médard, MM Christiansen, KR Duffy, S Tessaro
2013 51st Annual Allerton Conference on Communication, Control, and …, 2013
322013
A better bound gives a hundred rounds: Enhanced privacy guarantees via f-divergences
S Asoodeh, J Liao, FP Calmon, O Kosut, L Sankar
2020 IEEE International Symposium on Information Theory (ISIT), 920-925, 2020
312020
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