Mahdi Soleymani

According to our database, Mahdi Soleymani authored at least 20 papers between 2018 and 2025.

Collaborative distances:

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

2025

Learning to Ask: Decision Transformers for Adaptive Quantitative Group Testing.

Mahdi Soleymani, Tara Javidi

CoRR, September, 2025

Boolean matrix compressed sensing.

Qiang Liu, Mahdi Soleymani, Hessam Mahdavifar

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Quantitative Group Testing with Tunable Adaptation.

Mahdi Soleymani, Tara Javidi

Proceedings of the IEEE International Symposium on Information Theory, 2024

A Non-Adaptive Algorithm for the Quantitative Group Testing Problem.

Mahdi Soleymani, Tara Javidi

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Analog Multi-Party Computing: Locally Differential Private Protocols for Collaborative Computations.

Hsuan-Po Liu, Mahdi Soleymani, Hessam Mahdavifar

CoRR, 2023

Non-adaptive Quantitative Group Testing via Plotkin-Type Constructions.

Mahdi Soleymani, Hessam Mahdavifar, Tara Javidi

Proceedings of the IEEE International Symposium on Information Theory, 2023

Matrix Completion over Finite Fields: Bounds and Belief Propagation Algorithms.

Mahdi Soleymani, Qiang Liu, Hessam Mahdavifar, Laura Balzano

Proceedings of the IEEE International Symposium on Information Theory, 2023

Differentially Private Coded Computing.

Hsuan-Po Liu, Mahdi Soleymani, Hessam Mahdavifar

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Analog Coding: Theory and Applications

Mahdi Soleymani

PhD thesis, 2022

Analog Secret Sharing With Applications to Private Distributed Learning.

Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr

IEEE Trans. Inf. Forensics Secur., 2022

ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems.

Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Analog Lagrange Coded Computing.

Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr

IEEE J. Sel. Areas Inf. Theory, 2021

Coded Computing via Binary Linear Codes: Designs and Performance Limits.

Mahdi Soleymani, Mohammad Vahid Jamali, Hessam Mahdavifar

IEEE J. Sel. Areas Inf. Theory, 2021

Analog Privacy-Preserving Coded Computing.

Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr

Proceedings of the IEEE International Symposium on Information Theory, 2021

New Packings in Grassmannian Space.

Mahdi Soleymani, Hessam Mahdavifar

Proceedings of the IEEE International Symposium on Information Theory, 2021

List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier.

Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Privacy-Preserving Distributed Learning in the Analog Domain.

Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr

CoRR, 2020

Analog Subspace Coding: A New Approach to Coding for Non-Coherent Wireless Networks.

Mahdi Soleymani, Hessam Mahdavifar

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Coded Distributed Computing: Performance Limits and Code Designs.

Mohammad Vahid Jamali, Mahdi Soleymani, Hessam Mahdavifar

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

2018

Distributed Multi-User Secret Sharing.

Mahdi Soleymani, Hessam Mahdavifar

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