متابعة
Flavio du Pin Calmon
Flavio du Pin Calmon
أسماء أخرىFlavio P. Calmon, Flavio Calmon
Harvard University
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
10792017
Privacy against statistical inference‏
F du Pin Calmon, N Fawaz‏
2012 50th annual Allerton conference on communication, control, and …, 2012‏
4002012
Predictive multiplicity in classification‏
C Marx, F Calmon, B Ustun‏
International Conference on Machine Learning, 6765-6774, 2020‏
204*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
1002019
Repairing without retraining: Avoiding disparate impact with counterfactual distributions‏
H Wang, B Ustun, F Calmon‏
International Conference on Machine Learning, 6618-6627, 2019‏
982019
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
942015
CPR: classifier-projection regularization for continual learning‏
S Cha, H Hsu, T Hwang, FP Calmon, T Moon‏
arXiv preprint arXiv:2006.07326, 2020‏
882020
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
862017
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 Medard‏
2013 IEEE 78th Vehicular Technology Conference (VTC Fall), 1-5, 2013‏
842013
Optimized score transformation for fair classification‏
D Wei, KN Ramamurthy, FP Calmon‏
Proceedings of Machine Learning Research 108, 2020‏
83*2020
Fundamental limits of perfect privacy‏
FP Calmon, A Makhdoumi, M Médard‏
2015 IEEE International Symposium on Information Theory (ISIT), 1796-1800, 2015‏
832015
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
772013
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
752017
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
642017
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
632019
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
632018
Learning service blockchain‏
F du Pin Calmon, MM Franceschini, A Jagmohan, S Sahu‏
US Patent 11,157,833, 2021‏
592021
An information-theoretic view of generalization via Wasserstein distance‏
H Wang, M Diaz, JCS Santos Filho, FP Calmon‏
2019 IEEE International Symposium on Information Theory (ISIT), 577-581, 2019‏
592019
Beyond adult and compas: Fair multi-class prediction via information projection‏
W Alghamdi, H Hsu, H Jeong, H Wang, P Michalak, S Asoodeh, F Calmon‏
Advances in Neural Information Processing Systems 35, 38747-38760, 2022‏
54*2022
Rashomon capacity: A metric for predictive multiplicity in classification‏
H Hsu, F Calmon‏
Advances in Neural Information Processing Systems 35, 28988-29000, 2022‏
502022
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مقالات 1–20