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ORCIDIbrahim Issa
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2020 – today
- 2024
[j7]Elena Ghazi
, Ibrahim Issa:
Total Variation Meets Differential Privacy. IEEE J. Sel. Areas Inf. Theory 5: 207-220 (2024)- [j6]Benjamin Wu, Aaron B. Wagner, Ibrahim Issa, G. Edward Suh:
Strong Asymptotic Composition Theorems for Mutual Information Measures. IEEE Trans. Inf. Theory 70(5): 3049-3058 (2024) - [c18]Serge Sarkis, Ibrahim Issa, Dany Abou Jaoude, Salma Talhouk:
Leveraging Deep Learning for the Reconstruction of Plant Hyperspectral Data from RGB Images. IGARSS 2024: 8058-8063 - [c17]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Variational Characterizations of Sibson's α-Mutual Information. ISIT 2024: 2110-2115 - [c16]Robinson D. H. Cung, Yanina Y. Shkel, Ibrahim Issa:
Binary Maximal Leakage. ISIT 2024: 2748-2753 - [i15]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Sibson's α-Mutual Information and its Variational Representations. CoRR abs/2405.08352 (2024) - [i14]Jihad Fahs, Ibrahim C. Abou-Faycal, Ibrahim Issa:
Testing the Isotropic Cauchy Hypothesis. CoRR abs/2408.06269 (2024) - 2023
- [c15]Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar:
Asymptotically Optimal Generalization Error Bounds for Noisy, Iterative Algorithms. COLT 2023: 4952-4976 - [c14]Elena Ghazi, Ibrahim Issa:
Total Variation with Differential Privacy: Tighter Composition and Asymptotic Bounds. ISIT 2023: 1806-1811 - [i13]Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar:
Asymptotically Optimal Generalization Error Bounds for Noisy, Iterative Algorithms. CoRR abs/2302.14518 (2023) - [i12]Elena Ghazi, Ibrahim Issa:
Total Variation Meets Differential Privacy. CoRR abs/2311.01553 (2023) - 2022
- [c13]Ibrahim Issa, Aaron B. Wagner:
An Adaptive Composition Theorem for Maximal Leakage for Binary Inputs. ISIT 2022: 2851-2855 - [c12]Rajai Nasser, Ibrahim Issa, Ibrahim C. Abou-Faycal:
Age Distribution in Arbitrary Preemptive Memoryless Networks. ISIT 2022: 3198-3203 - [i11]Rajai Nasser, Ibrahim Issa, Ibrahim C. Abou-Faycal:
Age Distribution in Arbitrary Preemptive Memoryless Networks. CoRR abs/2202.01297 (2022) - 2021
- [j5]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Generalization Error Bounds via Rényi-, f-Divergences and Maximal Leakage. IEEE Trans. Inf. Theory 67(8): 4986-5004 (2021) - 2020
- [j4]Jayadev Acharya, Ibrahim Issa, Nirmal V. Shende, Aaron B. Wagner:
Estimating Quantum Entropy. IEEE J. Sel. Areas Inf. Theory 1(2): 454-468 (2020) - [j3]Ibrahim Issa, Aaron B. Wagner, Sudeep Kamath:
An Operational Approach to Information Leakage. IEEE Trans. Inf. Theory 66(3): 1625-1657 (2020) - [c11]Benjamin Wu, Aaron B. Wagner, G. Edward Suh, Ibrahim Issa:
Strong Asymptotic Composition Theorems for Sibson Mutual Information. ISIT 2020: 2222-2227 - [c10]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Robust Generalization via f-Mutual Information. ISIT 2020: 2723-2728 - [i10]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Robust Generalization via $α$-Mutual Information. CoRR abs/2001.06399 (2020) - [i9]Benjamin Wu, Aaron B. Wagner, G. Edward Suh, Ibrahim Issa:
Strong Asymptotic Composition Theorems for Sibson Mutual Information. CoRR abs/2005.06033 (2020)
2010 – 2019
- 2019
- [c9]Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar:
Strengthened Information-theoretic Bounds on the Generalization Error. ISIT 2019: 582-586 - [c8]Jayadev Acharya, Ibrahim Issa, Nirmal V. Shende, Aaron B. Wagner:
Measuring Quantum Entropy. ISIT 2019: 3012-3016 - [c7]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Learning and Adaptive Data Analysis via Maximal Leakage. ITW 2019: 1-5 - [i8]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
A New Approach to Adaptive Data Analysis and Learning via Maximal Leakage. CoRR abs/1903.01777 (2019) - [i7]Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar:
Strengthened Information-theoretic Bounds on the Generalization Error. CoRR abs/1903.03787 (2019) - [i6]Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa:
Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage. CoRR abs/1912.01439 (2019) - 2018
- [c6]Ibrahim Issa, Michael Gastpar:
Computable Bounds on the Exploration Bias. ISIT 2018: 576-580 - [i5]Ibrahim Issa, Aaron B. Wagner, Sudeep Kamath:
An Operational Approach to Information Leakage. CoRR abs/1807.07878 (2018) - 2017
- [j2]Ibrahim Issa, Aaron B. Wagner:
Measuring Secrecy by the Probability of a Successful Guess. IEEE Trans. Inf. Theory 63(6): 3783-3803 (2017) - [c5]Ibrahim Issa, Aaron B. Wagner:
Operational definitions for some common information leakage metrics. ISIT 2017: 769-773 - [i4]Jayadev Acharya, Ibrahim Issa, Nirmal V. Shende, Aaron B. Wagner:
Measuring Quantum Entropy. CoRR abs/1711.00814 (2017) - 2016
- [c4]Ibrahim Issa, Sudeep Kamath, Aaron B. Wagner:
An operational measure of information leakage. CISS 2016: 234-239 - [c3]Ibrahim Issa, Sudeep Kamath, Aaron B. Wagner:
Maximal leakage minimization for the Shannon cipher system. ISIT 2016: 520-524 - 2015
- [j1]Ibrahim Issa, Silas L. Fong, Amir Salman Avestimehr:
Two-Hop Interference Channels: Impact of Linear Schemes. IEEE Trans. Inf. Theory 61(10): 5463-5489 (2015) - [c2]Ibrahim Issa, Aaron B. Wagner:
Measuring secrecy by the probability of a successful guess. Allerton 2015: 980-987 - [i3]Ibrahim Issa, Aaron B. Wagner:
Measuring Secrecy by the Probability of a Successful Guess. CoRR abs/1507.02342 (2015) - 2013
- [c1]Ibrahim Issa, Silas L. Fong, Amir Salman Avestimehr:
Two-hop interference channels: Impact of linear time-varying schemes. ISIT 2013: 2309-2313 - [i2]Ibrahim Issa, Silas L. Fong, Amir Salman Avestimehr:
Two-Hop Interference Channels: Impact of Linear Time-Varying Schemes. CoRR abs/1305.3969 (2013) - [i1]Ibrahim Issa, Silas L. Fong, Amir Salman Avestimehr:
Two-Hop Interference Channels: Impact of Linear Schemes. CoRR abs/1309.0898 (2013)
Coauthor Index
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