Articles with public access mandates - Flavio du Pin CalmonLearn more
Not available anywhere: 2
Bottlenecks CLUB: Unifying information-theoretic trade-offs among complexity, leakage, and utility
B Razeghi, FP Calmon, D Gunduz, S Voloshynovskiy
IEEE Transactions on Information Forensics and Security 18, 2060-2075, 2023
Mandates: US National Science Foundation, Swiss National Science Foundation, UK …
Unified Framework for Diversity and Coding Gains Over a Broad Gaussian Class of Fading Channels
FRA Parente, F du Pin Calmon, JCS Santos Filho
IEEE Transactions on Vehicular Technology, 2023
Mandates: Fundação de Amparo à Pesquisa do Estado de São Paulo
Available somewhere: 51
Predictive multiplicity in classification
C Marx, F Calmon, B Ustun
International Conference on Machine Learning, 6765-6774, 2020
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
Repairing without retraining: Avoiding disparate impact with counterfactual distributions
H Wang, B Ustun, F Calmon
International Conference on Machine Learning, 6618-6627, 2019
Mandates: US National Science Foundation
Optimized score transformation for fair classification
D Wei, KN Ramamurthy, FP Calmon
Proceedings of Machine Learning Research 108, 2020
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
Privacy with estimation guarantees
H Wang, L Vo, FP Calmon, M Médard, KR Duffy, M Varia
IEEE Transactions on Information Theory 65 (12), 8025-8042, 2019
Mandates: US National Science Foundation
Rashomon capacity: A metric for predictive multiplicity in classification
H Hsu, F Calmon
Advances in Neural Information Processing Systems 35, 28988-29000, 2022
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
Fairness without imputation: A decision tree approach for fair prediction with missing values
H Jeong, H Wang, FP Calmon
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9558-9566, 2022
Mandates: US National Science Foundation
Three variants of differential privacy: Lossless conversion and applications
S Asoodeh, J Liao, FP Calmon, O Kosut, L Sankar
IEEE Journal on Selected Areas in Information Theory 2 (1), 208-222, 2021
Mandates: US National Science Foundation
Confronting data sparsity to identify potential sources of Zika virus spillover infection among primates
BA Han, S Majumdar, FP Calmon, BS Glicksberg, R Horesh, A Kumar, ...
Epidemics 27, 59-65, 2019
Mandates: US National Science Foundation
Strong data processing inequalities for input constrained additive noise channels
F du Pin Calmon, Y Polyanskiy, Y Wu
IEEE Transactions on Information Theory 64 (3), 1879-1892, 2017
Mandates: US National Science Foundation
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
Mandates: Science Foundation Ireland
To split or not to split: The impact of disparate treatment in classification
H Wang, H Hsu, M Diaz, FP Calmon
IEEE Transactions on Information Theory 67 (10), 6733-6757, 2021
Mandates: US National Science Foundation
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