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Ibrahim Issa
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An operational approach to information leakage
I Issa, AB Wagner, S Kamath
IEEE Transactions on Information Theory 66 (3), 1625-1657, 2019
1732019
An operational measure of information leakage
I Issa, S Kamath, AB Wagner
2016 Annual Conference on Information Science and Systems (CISS), 234-239, 2016
1082016
Generalization Error Bounds via Rényi-, f-Divergences and Maximal Leakage
AR Esposito, M Gastpar, I Issa
IEEE Transactions on Information Theory 67 (8), 4986-5004, 2021
742021
Strengthened information-theoretic bounds on the generalization error
I Issa, AR Esposito, M Gastpar
2019 IEEE International Symposium on Information Theory (ISIT), 582-586, 2019
302019
Measuring quantum entropy
J Acharya, I Issa, NV Shende, AB Wagner
2019 IEEE International Symposium on Information Theory (ISIT), 3012-3016, 2019
292019
Operational definitions for some common information leakage metrics
I Issa, AB Wagner
2017 IEEE International Symposium on Information Theory (ISIT), 769-773, 2017
292017
Measuring secrecy by the probability of a successful guess
I Issa, AB Wagner
IEEE Transactions on Information Theory 63 (6), 3783-3803, 2017
292017
Estimating quantum entropy
J Acharya, I Issa, NV Shende, AB Wagner
IEEE Journal on Selected Areas in Information Theory 1 (2), 454-468, 2020
252020
Maximal leakage minimization for the Shannon cipher system
I Issa, S Kamath, AB Wagner
2016 IEEE International Symposium on Information Theory (ISIT), 520-524, 2016
242016
Robust Generalization via -Mutual Information
AR Esposito, M Gastpar, I Issa
arXiv preprint arXiv:2001.06399, 2020
212020
Two-hop interference channels: Impact of linear schemes
I Issa, SL Fong, AS Avestimehr
IEEE Transactions on Information Theory 61 (10), 5463-5489, 2015
172015
Computable bounds on the exploration bias
I Issa, M Gastpar
2018 IEEE International Symposium on Information Theory (ISIT), 576-580, 2018
112018
Robust Generalization via f− Mutual Information
AR Esposito, M Gastpar, I Issa
2020 IEEE International Symposium on Information Theory (ISIT), 2723-2728, 2020
102020
Two-hop interference channels: Impact of linear time-varying schemes
I Issa, SL Fong, AS Avestimehr
2013 IEEE International Symposium on Information Theory, 2309-2313, 2013
92013
A low-power methodology for configurable wide kogge-stone adders
Z Moudallal, I Issa, M Mansour, A Chehab, A Kayssi
2011 International Conference on Energy Aware Computing, 1-5, 2011
82011
A new approach to adaptive data analysis and learning via maximal leakage
AR Esposito, M Gastpar, I Issa
arXiv preprint arXiv:1903.01777, 2019
72019
Strong asymptotic composition theorems for sibson mutual information
B Wu, AB Wagner, GE Suh, I Issa
2020 IEEE International Symposium on Information Theory (ISIT), 2222-2227, 2020
62020
Learning and adaptive data analysis via maximal leakage
AR Esposito, M Gastpar, I Issa
2019 IEEE Information Theory Workshop (ITW), 1-5, 2019
42019
Generalization Error Bounds for Noisy, Iterative Algorithms via Maximal Leakage
I Issa, AR Esposito, M Gastpar
arXiv preprint arXiv:2302.14518, 2023
22023
Information measures, learning and generalization
M Gastpar, AR Esposito, I Issa
5th London Symposium on Information Theory, 2019
22019
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