Osama A. Hanna

According to our database, Osama A. Hanna authored at least 22 papers between 2017 and 2024.

Collaborative distances:

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

2024

Differentially Private Stochastic Linear Bandits: (Almost) for Free.

Osama A. Hanna, Antonious M. Girgis, Christina Fragouli, Suhas N. Diggavi

IEEE J. Sel. Areas Inf. Theory, 2024

Learning for Bandits under Action Erasures.

Osama A. Hanna, Merve Karakas, Lin F. Yang, Christina Fragouli

CoRR, 2024

On the Relation Between the Common Information Dimension and Wyner Common Information.

Osama A. Hanna, Xinlin Li, Suhas N. Diggavi, Christina Fragouli

Proceedings of the IEEE International Symposium on Information Theory, 2024

Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels.

Osama A. Hanna, Merve Karakas, Lin Yang, Christina Fragouli

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination.

Osama A. Hanna, Lin Yang, Christina Fragouli

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

Feature Compression for Multimodal Multi-Object Tracking.

Xinlin Li, Osama A. Hanna, Christina Fragouli, Suhas N. Diggavi, Gunjan Verma, Joydeep Bhattacharyya

Proceedings of the IEEE Military Communications Conference, 2023

Common Information Dimension.

Osama A. Hanna, Xinlin Li, Suhas N. Diggavi, Christina Fragouli

Proceedings of the IEEE International Symposium on Information Theory, 2023

Multi-Arm Bandits over Action Erasure Channels.

Osama A. Hanna, Merve Karakas, Lin F. Yang, Christina Fragouli

Proceedings of the IEEE International Symposium on Information Theory, 2023

Contexts can be Cheap: Solving Stochastic Contextual Bandits with Linear Bandit Algorithms.

Osama A. Hanna, Lin Yang, Christina Fragouli

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

Online Allocation of Sensing and Computation in Large Graphs.

Xinlin Li, Merve Karakas, Osama A. Hanna, Mehrdad Kiamari, Jared Ray Coleman, Christina Fragouli, Bhaskar Krishnamachari, Gunjan Verma

Proceedings of the 9th IEEE International Conference on Collaboration and Internet Computing, 2023

2022

Compression for Multi-Arm Bandits.

Osama A. Hanna, Lin F. Yang, Christina Fragouli

IEEE J. Sel. Areas Inf. Theory, December, 2022

Learning in Distributed Contextual Linear Bandits Without Sharing the Context.

Osama A. Hanna, Lin F. Yang, Christina Fragouli

CoRR, 2022

Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context.

Osama A. Hanna, Lin Yang, Christina Fragouli

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

Can we break the dependency in distributed detection?

Osama A. Hanna, Xinlin Li, Christina Fragouli, Suhas N. Diggavi

Proceedings of the IEEE International Symposium on Information Theory, 2022

Solving Multi-Arm Bandit Using a Few Bits of Communication.

Osama A. Hanna, Lin Yang, Christina Fragouli

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Quantization of Distributed Data for Learning.

Osama A. Hanna, Yahya H. Ezzeldin, Christina Fragouli, Suhas N. Diggavi

IEEE J. Sel. Areas Inf. Theory, 2021

On Coded Broadcasting for Wireless Recommendation Systems.

Rasmus Vestergaard, Osama A. Hanna, Linqi Song, Daniel E. Lucani, Christina Fragouli

Proceedings of the ICC 2021, 2021

2020

On Distributed Quantization for Classification.

Osama A. Hanna, Yahya H. Ezzeldin, Tara Sadjadpour, Christina Fragouli, Suhas N. Diggavi

IEEE J. Sel. Areas Inf. Theory, 2020

Quantizing data for distributed learning.

Osama A. Hanna, Yahya H. Ezzeldin, Christina Fragouli, Suhas N. Diggavi

CoRR, 2020

2018

Cache-Aware Source Coding.

Osama A. Hanna, Mohammed Nafie, Amr El-Keyi

IEEE Commun. Lett., 2018

Random Access Schemes in Wireless Systems with Correlated User Activity.

Anders E. Kalør, Osama A. Hanna, Petar Popovski

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

2017

Degrees of freedom in cached MIMO relay networks with multiple base stations.

Osama A. Hanna, Amr El-Keyi, Mohammed Nafie

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017