Mohammad Mohammadi Amiri

According to our database, Mohammad Mohammadi Amiri authored at least 36 papers between 2015 and 2023.

Collaborative distances:

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

2023

Greedy Centroid Initialization for Federated K-means.

Kun Yang, Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

Fundamentals of Task-Agnostic Data Valuation.

Mohammad Mohammadi Amiri, Frederic Berdoz, Ramesh Raskar

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Convergence of Federated Learning Over a Noisy Downlink.

Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor

IEEE Trans. Wirel. Commun., 2022

Communication-Efficient Federated Learning Over MIMO Multiple Access Channels.

Yo-Seb Jeon, Mohammad Mohammadi Amiri, Namyoon Lee

IEEE Trans. Commun., 2022

Wireless for Machine Learning: A Survey.

Henrik Hellström, José Mairton B. da Silva Jr., Mohammad Mohammadi Amiri, Mingzhe Chen, Viktoria Fodor, H. Vincent Poor, Carlo Fischione

Found. Trends Signal Process., 2022

Private independence testing across two parties.

Praneeth Vepakomma, Mohammad Mohammadi Amiri, Clément L. Canonne, Ramesh Raskar, Alex Pentland

CoRR, 2022

2021

A Compressive Sensing Approach for Federated Learning Over Massive MIMO Communication Systems.

Yo-Seb Jeon, Mohammad Mohammadi Amiri, Jun Li, H. Vincent Poor

IEEE Trans. Wirel. Commun., 2021

Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge.

Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor

IEEE Trans. Wirel. Commun., 2021

Blind Federated Edge Learning.

Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor

IEEE Trans. Wirel. Commun., 2021

Federated Learning with Downlink Device Selection.

Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni, H. Vincent Poor

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

2020

Multi-Antenna Coded Content Delivery With Caching: A Low-Complexity Solution.

Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz

IEEE Trans. Wirel. Commun., 2020

Federated Learning Over Wireless Fading Channels.

Mohammad Mohammadi Amiri, Deniz Gündüz

IEEE Trans. Wirel. Commun., 2020

Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air.

Mohammad Mohammadi Amiri, Deniz Gündüz

IEEE Trans. Signal Process., 2020

Federated Learning With Quantized Global Model Updates.

Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor

CoRR, 2020

Gradient Estimation for Federated Learning over Massive MIMO Communication Systems.

Yo-Seb Jeon, Mohammad Mohammadi Amiri, Jun Li, H. Vincent Poor

CoRR, 2020

Communicate to Learn at the Edge.

Deniz Gündüz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar

IEEE Commun. Mag., 2020

Update Aware Device Scheduling for Federated Learning at the Wireless Edge.

Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Computation Scheduling for Distributed Machine Learning With Straggling Workers.

Mohammad Mohammadi Amiri, Deniz Gündüz

IEEE Trans. Signal Process., 2019

Audience-Retention-Rate-Aware Caching and Coded Video Delivery With Asynchronous Demands.

Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz

IEEE Trans. Commun., 2019

A Low-Complexity Cache-Aided Multi-Antenna Content Delivery Scheme.

Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Over-the-Air Machine Learning at the Wireless Edge.

Mohammad Mohammadi Amiri, Deniz Gündüz

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Collaborative Machine Learning at the Wireless Edge with Blind Transmitters.

Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018

Cache-Aided Content Delivery Over Erasure Broadcast Channels.

Mohammad Mohammadi Amiri, Deniz Gündüz

IEEE Trans. Commun., 2018

Caching and Coded Delivery Over Gaussian Broadcast Channels for Energy Efficiency.

Mohammad Mohammadi Amiri, Deniz Gündüz

IEEE J. Sel. Areas Commun., 2018

On the Capacity Region of a Cache-Aided Gaussian Broadcast Channel with Multi-Layer Messages.

Mohammad Mohammadi Amiri, Deniz Gündüz

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

2017

Two Novel Adaptive Transmission Schemes in a Decode-and-Forward Relaying Network.

Mohammad Mohammadi Amiri, Behrouz Maham

Wirel. Pers. Commun., 2017

Decentralized Caching and Coded Delivery With Distinct Cache Capacities.

Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz

IEEE Trans. Commun., 2017

Fundamental Limits of Coded Caching: Improved Delivery Rate-Cache Capacity Tradeoff.

Mohammad Mohammadi Amiri, Deniz Gündüz

IEEE Trans. Commun., 2017

Decentralized caching and coded delivery over Gaussian broadcast channels.

Mohammad Mohammadi Amiri, Deniz Gündüz

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

Audience retention rate aware coded video caching.

Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz

Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

Cache-aided data delivery over erasure broadcast channels.

Mohammad Mohammadi Amiri, Deniz Gündüz

Proceedings of the IEEE International Conference on Communications, 2017

2016

Fundamental Limits of Caching: Improved Delivery Rate-Cache Capacity Trade-off.

Mohammad Mohammadi Amiri, Deniz Gündüz

CoRR, 2016

Coded caching for a large number of users.

Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Improved delivery rate-cache capacity trade-off for centralized coded caching.

Mohammad Mohammadi Amiri, Deniz Gündüz

Proceedings of the 2016 International Symposium on Information Theory and Its Applications, 2016

Decentralized coded caching with distinct cache capacities.

Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Novel Beamforming Scheme for Multicasting in Cooperative Wireless Networks With a Multiple Antenna Relay.

Mohammad Mohammadi Amiri, Ali Olfat, Norman C. Beaulieu

IEEE Trans. Wirel. Commun., 2015