Mohammad Mohammadi Amiri

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 61

Top Topics

Caching Strategies

Content Delivery

Stochastic Gradient Descent

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Trans. Commun.

Publications

Zhaoxuan Wu, Mohammad Mohammadi Amiri, Ramesh Raskar, Bryan Kian Hsiang Low
Incentive-Aware Federated Learning with Training-Time Model Rewards. ICLR (2024)
Charles Lu, Mohammad Mohammadi Amiri, Ramesh Raskar
Data Measurements for Decentralized Data Markets. CoRR (2024)
Kun Yang, Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni
Greedy centroid initialization for federated K-means. Knowl. Inf. Syst. 66 (6) (2024)
Mohammad Mohammadi Amiri, Frederic Berdoz, Ramesh Raskar
Fundamentals of Task-Agnostic Data Valuation. AAAI (2023)
Kun Yang, Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni
Greedy Centroid Initialization for Federated K-means. CISS (2023)
Henrik Hellström, José Mairton B. da Silva Jr., Mohammad Mohammadi Amiri, Mingzhe Chen, Viktoria Fodor, H. Vincent Poor, Carlo Fischione
Wireless for Machine Learning: A Survey. Found. Trends Signal Process. 15 (4) (2022)
Mohammad Mohammadi Amiri, Frederic Berdoz, Ramesh Raskar
Fundamentals of Task-Agnostic Data Valuation. CoRR (2022)
Praneeth Vepakomma, Mohammad Mohammadi Amiri, Clément L. Canonne, Ramesh Raskar, Alex Pentland
Private independence testing across two parties. CoRR (2022)
Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor
Convergence of Federated Learning Over a Noisy Downlink. IEEE Trans. Wirel. Commun. 21 (3) (2022)
Yo-Seb Jeon, Mohammad Mohammadi Amiri, Namyoon Lee
Communication-Efficient Federated Learning over MIMO Multiple Access Channels. CoRR (2022)
Yo-Seb Jeon, Mohammad Mohammadi Amiri, Namyoon Lee
Communication-Efficient Federated Learning Over MIMO Multiple Access Channels. IEEE Trans. Commun. 70 (10) (2022)
Yo-Seb Jeon, Mohammad Mohammadi Amiri, Jun Li, H. Vincent Poor
A Compressive Sensing Approach for Federated Learning Over Massive MIMO Communication Systems. IEEE Trans. Wirel. Commun. 20 (3) (2021)
Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni, H. Vincent Poor
Federated Learning with Downlink Device Selection. CoRR (2021)
Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge. IEEE Trans. Wirel. Commun. 20 (6) (2021)
Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni, H. Vincent Poor
Federated Learning with Downlink Device Selection. SPAWC (2021)
Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor
Blind Federated Edge Learning. IEEE Trans. Wirel. Commun. 20 (8) (2021)
Deniz Gündüz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar
Communicate to Learn at the Edge. IEEE Commun. Mag. 58 (12) (2020)
Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor
Federated Learning With Quantized Global Model Updates. CoRR (2020)
Mohammad Mohammadi Amiri, Deniz Gündüz
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air. IEEE Trans. Signal Process. 68 (2020)
Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz
Multi-Antenna Coded Content Delivery With Caching: A Low-Complexity Solution. IEEE Trans. Wirel. Commun. 19 (11) (2020)
Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor
Update Aware Device Scheduling for Federated Learning at the Wireless Edge. CoRR (2020)
Yo-Seb Jeon, Mohammad Mohammadi Amiri, Jun Li, H. Vincent Poor
Gradient Estimation for Federated Learning over Massive MIMO Communication Systems. CoRR (2020)
Deniz Gündüz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar
Communicate to Learn at the Edge. CoRR (2020)
Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor
Convergence of Federated Learning over a Noisy Downlink. CoRR (2020)
Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor
Blind Federated Edge Learning. CoRR (2020)
Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz
Multi-Antenna Coded Content Delivery with Caching: A Low-Complexity Solution. CoRR (2020)
Mohammad Mohammadi Amiri, Deniz Gündüz
Federated Learning Over Wireless Fading Channels. IEEE Trans. Wirel. Commun. 19 (5) (2020)
Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor
Update Aware Device Scheduling for Federated Learning at the Wireless Edge. ISIT (2020)
Mohammad Mohammadi Amiri, Deniz Gündüz
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air. ISIT (2019)
Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz
Collaborative Machine Learning at the Wireless Edge with Blind Transmitters. GlobalSIP (2019)
Mohammad Mohammadi Amiri, Deniz Gündüz
Over-the-Air Machine Learning at the Wireless Edge. SPAWC (2019)
Mohammad Mohammadi Amiri, Deniz Gündüz
Computation Scheduling for Distributed Machine Learning with Straggling Workers. ICASSP (2019)
Mohammad Mohammadi Amiri, Deniz Gündüz
Federated Learning over Wireless Fading Channels. CoRR (2019)
Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz
A Low-Complexity Cache-Aided Multi-Antenna Content Delivery Scheme. SPAWC (2019)
Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz
A Low-Complexity Cache-Aided Multi-antenna Content Delivery Scheme. CoRR (2019)
Mohammad Mohammadi Amiri, Deniz Gündüz
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air. CoRR (2019)
Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz
Collaborative Machine Learning at the Wireless Edge with Blind Transmitters. CoRR (2019)
Mohammad Mohammadi Amiri, Deniz Gündüz
Computation Scheduling for Distributed Machine Learning With Straggling Workers. IEEE Trans. Signal Process. 67 (24) (2019)
Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz
Audience-Retention-Rate-Aware Caching and Coded Video Delivery With Asynchronous Demands. IEEE Trans. Commun. 67 (10) (2019)
Mohammad Mohammadi Amiri, Deniz Gündüz
Cache-Aided Content Delivery Over Erasure Broadcast Channels. IEEE Trans. Commun. 66 (1) (2018)
Mohammad Mohammadi Amiri, Deniz Gündüz
Caching and Coded Delivery Over Gaussian Broadcast Channels for Energy Efficiency. IEEE J. Sel. Areas Commun. 36 (8) (2018)
Mohammad Mohammadi Amiri, Deniz Gündüz
On the Capacity Region of a Cache-Aided Gaussian Broadcast Channel with Multi-Layer Messages. ISIT (2018)
Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz
Audience-Retention-Rate-Aware Caching and Coded Video Delivery with Asynchronous Demands. CoRR (2018)
Mohammad Mohammadi Amiri, Deniz Gündüz
On the Capacity Region of a Cache-Aided Gaussian Broadcast Channel with Multi-Layer Messages. CoRR (2018)
Mohammad Mohammadi Amiri, Deniz Gündüz
Computation Scheduling for Distributed Machine Learning with Straggling Workers. CoRR (2018)
Mohammad Mohammadi Amiri, Behrouz Maham
Two Novel Adaptive Transmission Schemes in a Decode-and-Forward Relaying Network. Wirel. Pers. Commun. 96 (4) (2017)
Mohammad Mohammadi Amiri, Deniz Gündüz
Caching and Coded Delivery over Gaussian Broadcast Channels for Energy Efficiency. CoRR (2017)
Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz
Decentralized Caching and Coded Delivery With Distinct Cache Capacities. IEEE Trans. Commun. 65 (11) (2017)
Mohammad Mohammadi Amiri, Deniz Gündüz
Fundamental Limits of Coded Caching: Improved Delivery Rate-Cache Capacity Tradeoff. IEEE Trans. Commun. 65 (2) (2017)
Mohammad Mohammadi Amiri, Deniz Gündüz
Cache-aided data delivery over erasure broadcast channels. ICC (2017)
Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz
Audience retention rate aware coded video caching. ICC Workshops (2017)
Mohammad Mohammadi Amiri, Deniz Gündüz
Decentralized caching and coded delivery over Gaussian broadcast channels. ISIT (2017)
Mohammad Mohammadi Amiri, Deniz Gündüz
Cache-Aided Data Delivery over Erasure Broadcast Channels. CoRR (2017)
Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz
Coded Caching for a Large Number Of Users. CoRR (2016)
Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz
Coded caching for a large number of users. ITW (2016)
Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz
Decentralized Coded Caching with Distinct Cache Capacities. CoRR (2016)
Mohammad Mohammadi Amiri, Deniz Gündüz
Fundamental Limits of Caching: Improved Delivery Rate-Cache Capacity Trade-off. CoRR (2016)
Mohammad Mohammadi Amiri, Deniz Gündüz
Improved delivery rate-cache capacity trade-off for centralized coded caching. ISITA (2016)
Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz
Decentralized Coded Caching with Distinct Cache Capacities. CoRR (2016)
Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz
Decentralized coded caching with distinct cache capacities. ACSSC (2016)
Mohammad Mohammadi Amiri, Ali Olfat, Norman C. Beaulieu
Novel Beamforming Scheme for Multicasting in Cooperative Wireless Networks With a Multiple Antenna Relay. IEEE Trans. Wirel. Commun. 14 (8) (2015)