Ibrahim Issa

IEEE J. Sel. Areas Inf. Theory, 2024

Testing the Isotropic Cauchy Hypothesis.

[BibT_eX]

[DOI]

Jihad Fahs

Ibrahim C. Abou-Faycal

CoRR, 2024

Sibson's α-Mutual Information and its Variational Representations.

[BibT_eX]

[DOI]

CoRR, 2024

Variational Characterizations of Sibson's α-Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Binary Maximal Leakage.

[BibT_eX]

[DOI]

Robinson D. H. Cung

Yanina Y. Shkel

Proceedings of the IEEE International Symposium on Information Theory, 2024

Leveraging Deep Learning for the Reconstruction of Plant Hyperspectral Data from RGB Images.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

2023

Total Variation with Differential Privacy: Tighter Composition and Asymptotic Bounds.

[BibT_eX]

[DOI]

Elena Ghazi

Proceedings of the IEEE International Symposium on Information Theory, 2023

Asymptotically Optimal Generalization Error Bounds for Noisy, Iterative Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022

Age Distribution in Arbitrary Preemptive Memoryless Networks.

[BibT_eX]

[DOI]

Rajai Nasser

Ibrahim C. Abou-Faycal

Proceedings of the IEEE International Symposium on Information Theory, 2022

An Adaptive Composition Theorem for Maximal Leakage for Binary Inputs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Generalization Error Bounds via Rényi-, f-Divergences and Maximal Leakage.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

2020

An Operational Approach to Information Leakage.

[BibT_eX]

[DOI]

Sudeep Kamath

IEEE Trans. Inf. Theory, 2020

Estimating Quantum Entropy.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Robust Generalization via $α$-Mutual Information.

[BibT_eX]

[DOI]

CoRR, 2020

Strong Asymptotic Composition Theorems for Sibson Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Robust Generalization via f-Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

A New Approach to Adaptive Data Analysis and Learning via Maximal Leakage.

[BibT_eX]

[DOI]

CoRR, 2019

Learning and Adaptive Data Analysis via Maximal Leakage.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Strengthened Information-theoretic Bounds on the Generalization Error.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Measuring Quantum Entropy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Computable Bounds on the Exploration Bias.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

Measuring Secrecy by the Probability of a Successful Guess.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Operational definitions for some common information leakage metrics.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Maximal leakage minimization for the Shannon cipher system.

[BibT_eX]

[DOI]

Sudeep Kamath

Proceedings of the IEEE International Symposium on Information Theory, 2016

An operational measure of information leakage.

[BibT_eX]

[DOI]

Sudeep Kamath

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2015

Two-Hop Interference Channels: Impact of Linear Schemes.

[BibT_eX]

[DOI]

Silas L. Fong

Amir Salman Avestimehr

IEEE Trans. Inf. Theory, 2015

2013

Two-hop interference channels: Impact of linear time-varying schemes.

[BibT_eX]

[DOI]