Wael Alghamdi

According to our database, Wael Alghamdi authored at least 20 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Measuring Information From Moments.

Wael Alghamdi, Flávio P. Calmon

IEEE Trans. Inf. Theory, February, 2024

Differential-Privacy Capacity.

Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Arbitrariness Lies Beyond the Fairness-Accuracy Frontier.

Carol Xuan Long, Hsiang Hsu, Wael Alghamdi, Flávio P. Calmon

CoRR, 2023

Individual Arbitrariness and Group Fairness.

Carol Xuan Long, Hsiang Hsu, Wael Alghamdi, Flávio P. Calmon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Schrödinger Mechanisms: Optimal Differential Privacy Mechanisms for Small Sensitivity.

Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar

Proceedings of the IEEE International Symposium on Information Theory, 2023

Optimal Multidimensional Differentially Private Mechanisms in the Large-Composition Regime.

Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar

Proceedings of the IEEE International Symposium on Information Theory, 2023

The Saddle-Point Method in Differential Privacy.

Wael Alghamdi, Juan Felipe Gómez, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar

Proceedings of the International Conference on Machine Learning, 2023

2022

The Saddle-Point Accountant for Differential Privacy.

Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar, Fei Wei

CoRR, 2022

Beyond Adult and COMPAS: Fairness in Multi-Class Prediction.

Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, P. Winston Michalak, Shahab Asoodeh, Flávio P. Calmon

CoRR, 2022

Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection.

Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, Peter Michalák, Shahab Asoodeh, Flávio P. Calmon

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cactus Mechanisms: Optimal Differential Privacy Mechanisms in the Large-Composition Regime.

Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar, Fei Wei

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Polynomial Approximations of Conditional Expectations in Scalar Gaussian Channels.

Wael Alghamdi, Flávio P. Calmon

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Model Projection: Theory and Applications to Fair Machine Learning.

Wael Alghamdi, Shahab Asoodeh, Hao Wang, Flávio P. Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Optimal Spectral Initialization for Signal Recovery With Applications to Phase Retrieval.

Wangyu Luo, Wael Alghamdi, Yue M. Lu

IEEE Trans. Signal Process., 2019

Mutual Information as a Function of Moments.

Wael Alghamdi, Flávio P. Calmon

Proceedings of the IEEE International Symposium on Information Theory, 2019

2017

Secure data collection in wireless sensor networks.

Wael Alghamdi

PhD thesis, 2017

2016

On the construction of capacity-achieving lattice Gaussian codes.

Wael Alghamdi, Walid Abediseid, Mohamed-Slim Alouini

Proceedings of the IEEE International Symposium on Information Theory, 2016

2013

Integrated context-aware driver assistance system architecture.

Elhadi M. Shakshuki, Wael Alghamdi, Tarek R. Sheltami

Mob. Inf. Syst., 2013

2012

Context-Aware Driver Assistance System.

Wael Alghamdi, Elhadi M. Shakshuki, Tarek R. Sheltami

Proceedings of the 3rd International Conference on Ambient Systems, 2012

Improving Driver's Behavior Using Context-Aware Systems.

Wael Alghamdi

Proceedings of the 3rd International Conference on Ambient Systems, 2012