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ORCIDMohammad Mohammadi Amiri
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2020 – today
- 2024
[j19]Kun Yang, Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni:
Greedy centroid initialization for federated K-means. Knowl. Inf. Syst. 66(6): 3393-3425 (2024)- [c17]Zhaoxuan Wu
, Mohammad Mohammadi Amiri, Ramesh Raskar, Bryan Kian Hsiang Low:
Incentive-Aware Federated Learning with Training-Time Model Rewards. ICLR 2024 - [i26]Charles Lu, Mohammad Mohammadi Amiri, Ramesh Raskar:
Data Measurements for Decentralized Data Markets. CoRR abs/2406.04257 (2024) - [i25]Ali Falahati, Mohammad Mohammadi Amiri:
Disentangled Structural and Featural Representation for Task-Agnostic Graph Valuation. CoRR abs/2408.12659 (2024) - 2023
- [c16]Mohammad Mohammadi Amiri, Frederic Berdoz, Ramesh Raskar:
Fundamentals of Task-Agnostic Data Valuation. AAAI 2023: 9226-9234 - [c15]Kun Yang, Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni:
Greedy Centroid Initialization for Federated K-means. CISS 2023: 1-6 - 2022
- [j18]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): 290-399 (2022) - [j17]Yo-Seb Jeon, Mohammad Mohammadi Amiri, Namyoon Lee:
Communication-Efficient Federated Learning Over MIMO Multiple Access Channels. IEEE Trans. Commun. 70(10): 6547-6562 (2022) - [j16]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): 1422-1437 (2022) - [i24]Yo-Seb Jeon, Mohammad Mohammadi Amiri, Namyoon Lee:
Communication-Efficient Federated Learning over MIMO Multiple Access Channels. CoRR abs/2206.05723 (2022) - [i23]Praneeth Vepakomma, Mohammad Mohammadi Amiri, Clément L. Canonne, Ramesh Raskar, Alex Pentland:
Private independence testing across two parties. CoRR abs/2207.03652 (2022) - [i22]Mohammad Mohammadi Amiri, Frederic Berdoz, Ramesh Raskar:
Fundamentals of Task-Agnostic Data Valuation. CoRR abs/2208.12354 (2022) - 2021
- [j15]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): 1990-2004 (2021) - [j14]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): 3643-3658 (2021) - [j13]Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor:
Blind Federated Edge Learning. IEEE Trans. Wirel. Commun. 20(8): 5129-5143 (2021) - [c14]Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni, H. Vincent Poor:
Federated Learning with Downlink Device Selection. SPAWC 2021: 306-310 - [i21]Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni, H. Vincent Poor:
Federated Learning with Downlink Device Selection. CoRR abs/2107.03510 (2021) - 2020
- [j12]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): 14-19 (2020) - [j11]Mohammad Mohammadi Amiri, Deniz Gündüz:
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air. IEEE Trans. Signal Process. 68: 2155-2169 (2020) - [j10]Mohammad Mohammadi Amiri, Deniz Gündüz:
Federated Learning Over Wireless Fading Channels. IEEE Trans. Wirel. Commun. 19(5): 3546-3557 (2020) - [j9]Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz:
Multi-Antenna Coded Content Delivery With Caching: A Low-Complexity Solution. IEEE Trans. Wirel. Commun. 19(11): 7484-7497 (2020) - [c13]Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor:
Update Aware Device Scheduling for Federated Learning at the Wireless Edge. ISIT 2020: 2598-2603 - [i20]Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz:
Multi-Antenna Coded Content Delivery with Caching: A Low-Complexity Solution. CoRR abs/2001.01255 (2020) - [i19]Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor:
Update Aware Device Scheduling for Federated Learning at the Wireless Edge. CoRR abs/2001.10402 (2020) - [i18]Yo-Seb Jeon, Mohammad Mohammadi Amiri, Jun Li, H. Vincent Poor:
Gradient Estimation for Federated Learning over Massive MIMO Communication Systems. CoRR abs/2003.08059 (2020) - [i17]Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor:
Federated Learning With Quantized Global Model Updates. CoRR abs/2006.10672 (2020) - [i16]Mohammad Mohammadi Amiri, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor:
Convergence of Federated Learning over a Noisy Downlink. CoRR abs/2008.11141 (2020) - [i15]Deniz Gündüz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar:
Communicate to Learn at the Edge. CoRR abs/2009.13269 (2020) - [i14]Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz, Sanjeev R. Kulkarni, H. Vincent Poor:
Blind Federated Edge Learning. CoRR abs/2010.10030 (2020)
2010 – 2019
- 2019
- [j8]Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz:
Audience-Retention-Rate-Aware Caching and Coded Video Delivery With Asynchronous Demands. IEEE Trans. Commun. 67(10): 7088-7102 (2019) - [j7]Mohammad Mohammadi Amiri, Deniz Gündüz:
Computation Scheduling for Distributed Machine Learning With Straggling Workers. IEEE Trans. Signal Process. 67(24): 6270-6284 (2019) - [c12]Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz:
Collaborative Machine Learning at the Wireless Edge with Blind Transmitters. GlobalSIP 2019: 1-5 - [c11]Mohammad Mohammadi Amiri, Deniz Gündüz:
Computation Scheduling for Distributed Machine Learning with Straggling Workers. ICASSP 2019: 8177-8181 - [c10]Mohammad Mohammadi Amiri, Deniz Gündüz:
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air. ISIT 2019: 1432-1436 - [c9]Mohammad Mohammadi Amiri, Deniz Gündüz:
Over-the-Air Machine Learning at the Wireless Edge. SPAWC 2019: 1-5 - [c8]Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz:
A Low-Complexity Cache-Aided Multi-Antenna Content Delivery Scheme. SPAWC 2019: 1-5 - [i13]Mohammad Mohammadi Amiri, Deniz Gündüz:
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air. CoRR abs/1901.00844 (2019) - [i12]Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gündüz:
A Low-Complexity Cache-Aided Multi-antenna Content Delivery Scheme. CoRR abs/1903.03856 (2019) - [i11]Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz:
Collaborative Machine Learning at the Wireless Edge with Blind Transmitters. CoRR abs/1907.03909 (2019) - [i10]Mohammad Mohammadi Amiri, Deniz Gündüz:
Federated Learning over Wireless Fading Channels. CoRR abs/1907.09769 (2019) - 2018
- [j6]Mohammad Mohammadi Amiri, Deniz Gündüz:
Caching and Coded Delivery Over Gaussian Broadcast Channels for Energy Efficiency. IEEE J. Sel. Areas Commun. 36(8): 1706-1720 (2018) - [j5]Mohammad Mohammadi Amiri, Deniz Gündüz:
Cache-Aided Content Delivery Over Erasure Broadcast Channels. IEEE Trans. Commun. 66(1): 370-381 (2018) - [c7]Mohammad Mohammadi Amiri, Deniz Gündüz:
On the Capacity Region of a Cache-Aided Gaussian Broadcast Channel with Multi-Layer Messages. ISIT 2018: 1909-1913 - [i9]Mohammad Mohammadi Amiri, Deniz Gündüz:
On the Capacity Region of a Cache-Aided Gaussian Broadcast Channel with Multi-Layer Messages. CoRR abs/1806.09894 (2018) - [i8]Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz:
Audience-Retention-Rate-Aware Caching and Coded Video Delivery with Asynchronous Demands. CoRR abs/1808.04835 (2018) - [i7]Mohammad Mohammadi Amiri, Deniz Gündüz:
Computation Scheduling for Distributed Machine Learning with Straggling Workers. CoRR abs/1810.09992 (2018) - 2017
- [j4]Mohammad Mohammadi Amiri, Deniz Gündüz:
Fundamental Limits of Coded Caching: Improved Delivery Rate-Cache Capacity Tradeoff. IEEE Trans. Commun. 65(2): 806-815 (2017) - [j3]Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz:
Decentralized Caching and Coded Delivery With Distinct Cache Capacities. IEEE Trans. Commun. 65(11): 4657-4669 (2017) - [j2]Mohammad Mohammadi Amiri, Behrouz Maham:
Two Novel Adaptive Transmission Schemes in a Decode-and-Forward Relaying Network. Wirel. Pers. Commun. 96(4): 5705-5722 (2017) - [c6]Mohammad Mohammadi Amiri, Deniz Gündüz:
Cache-aided data delivery over erasure broadcast channels. ICC 2017: 1-6 - [c5]Qianqian Yang, Mohammad Mohammadi Amiri, Deniz Gündüz:
Audience retention rate aware coded video caching. ICC Workshops 2017: 1189-1194 - [c4]Mohammad Mohammadi Amiri, Deniz Gündüz:
Decentralized caching and coded delivery over Gaussian broadcast channels. ISIT 2017: 2785-2789 - [i6]Mohammad Mohammadi Amiri, Deniz Gündüz:
Cache-Aided Data Delivery over Erasure Broadcast Channels. CoRR abs/1702.05454 (2017) - [i5]Mohammad Mohammadi Amiri, Deniz Gündüz:
Caching and Coded Delivery over Gaussian Broadcast Channels for Energy Efficiency. CoRR abs/1712.03433 (2017) - 2016
- [c3]Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz:
Decentralized coded caching with distinct cache capacities. ACSSC 2016: 734-738 - [c2]Mohammad Mohammadi Amiri, Deniz Gündüz:
Improved delivery rate-cache capacity trade-off for centralized coded caching. ISITA 2016: 26-30 - [c1]Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz:
Coded caching for a large number of users. ITW 2016: 171-175 - [i4]Mohammad Mohammadi Amiri, Deniz Gündüz:
Fundamental Limits of Caching: Improved Delivery Rate-Cache Capacity Trade-off. CoRR abs/1604.03888 (2016) - [i3]Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz:
Coded Caching for a Large Number Of Users. CoRR abs/1605.01993 (2016) - [i2]Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz:
Decentralized Coded Caching with Distinct Cache Capacities. CoRR abs/1610.03792 (2016) - [i1]Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gündüz:
Decentralized Coded Caching with Distinct Cache Capacities. CoRR abs/1611.01579 (2016) - 2015
- [j1]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): 4482-4493 (2015)
Coauthor Index
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