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Mohammad Mohammadi Amiri

Mohammad received the B.Sc. degree in Electrical Engineering from the Iran University of Science and Technology in 2011 and the M.Sc. degree in Electrical Engineering, Telecommunications from the University of Tehran in 2014 both with highest rank in classes. Currently, he is a research postgraduate at Imperial College London under the supervision of Dr. Gunduz.

His research interests include information and coding theory, wireless communications, MIMO systems, cooperative networks, cognitive radio, and signal processing. 

You can follow his publications and citations on the Google Scholar page.

Below is a list of his publications.

Publications

Journals

→ M. Mohammadi Amiri and D. Gunduz, Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air, submitted for publication, Jan. 2019.

→ M. Mohammadi Amiri and D. Gunduz, Computation scheduling for distributed machine learning with straggling workers, submitted for publication, Oct. 2018.

→ Q. Yang, M. Mohammadi Amiri, and D. Gunduz, Audience-retention-rate-aware caching and coded video delivery with asynchronous demands, submitted for publication, Aug. 2018.

→ M. Mohammadi Amiri and D. Gunduz, On the capacity region of a cache-aided Gaussian broadcast channel with multi-layer messages, submitted for publication, Jun. 2018.

→ M. Mohammadi Amiri and D. Gunduz, Caching and coded delivery over Gaussian broadcast channels for energy efficiency‌, IEEE Journal on Selected Areas in Communications, vol. 36, no. 8, pp. 1706-1720, Aug. 2018.

→ M. Mohammadi Amiri and D. Gunduz, Cache-aided content delivery over erasure broadcast channels‌, IEEE Transactions on Communicatoins, vol. 66, no. 1, pp. 370-381, Jan. 2018.

→ M. Mohammadi Amiri, Q. Yang, and D. Gunduz, Decentralized caching and coded delivery with distinct cache capacitiesIEEE Transactions on Communicatoins, vol. 65, no. 11, pp. 4657-4669, Nov. 2017.

→ M. Mohammadi Amiri and D. Gunduz, Fundamental limits of coded caching: Improved delivery rate-cache capacity trade‌‌-off‌, IEEE Transactions on Communications, vol. 65, no. 2, pp. 806-815, Feb. 2017.

→ M. Mohammadi Amiri and B. Maham, Two novel adaptive transmission schemes in a decode-and-forward relaying network, Wireless Personal Communications, vol. 96, no. 4, pp. 5705-5722, Oct. 2017.

→ M. Mohammadi Amiri, A. Olfat, and N. C. Beaulieu, Novel beamforming scheme for multicasting in cooperative wireless networks with a multiple antenna relay, IEEE Transactions on Wireless Communications, vol. 14, no. 8, pp. 4482-4493, Aug. 2015.

Journals

Conferences

→ M. Mohammadi Amiri and D. Gunduz, Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air‌, IEEE International Symposium on Information Theory (ISIT), Paris, France, Jul. 2019.

→ M. Mohammadi Amiri and D. Gunduz, Over-the-air machine learning at the wireless edge‌‌, IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cannes, France, Jul. 2019.

→ J. Zhao, M. Mohammadi Amiri, and D. Gunduz, A low-complexity cache-aided multi-antenna content delivery scheme‌‌, IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cannes, France, Jul. 2019.

→ M. Mohammadi Amiri and D. Gunduz, Computation scheduling for distributed machine learning with straggling workersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, 2019.

→ M. Mohammadi Amiri and D. Gunduz, On the capacity region of a cache-aided Gaussian broadcast channel with multi-layer messages‌, IEEE International Symposium on Information Theory (ISIT), Colorado, USA, Jun. 2018.

→ M. Mohammadi Amiri and D. Gunduz, Decentralized caching and coded delivery over Gaussian broadcast channelsIEEE International Symposium on Information Theory (ISIT), Aachen, Germany, Jun. 2017.

→ Q. Yang, M. Mohammadi Amiri, and D. Gunduz, Audience retention rate aware coded video cachingIEEE International Conference on Communications (ICC), Paris, France, May 2017.

→ M. Mohammadi Amiri and D. Gunduz, Cache-aided data delivery over erasure broadcast channels, IEEE International Conference on Communications (ICC), Paris, France, May 2017.

→ M. Mohammadi Amiri, Q. Yang, and D. Gunduz, Decentralized coded caching with distinct cache capacities‌, Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA, Nov. 2016.

→ M. Mohammadi Amiri and D. Gunduz, Improved delivery rate-cache capacity trade-off for centralized coded caching‌, IEEE International Symposium on Information Theory and Its Applications (ISITA), Monterey, CA, Oct.-Nov. 2016.

→ M. Mohammadi Amiri, Q. Yang, and D. Gunduz, Coded caching for a large number of users‌, IEEE Information Theory Workshop (ITW), Cambridge, UK, pp. 171-175, Sep. 2016.

→ M. Mohammadi Amiri and A. Olfat, Low Complexity Adaptive Transmission Scheme for Cooperative Networks with Decode-and-Forward Relay, International Symposium on Telecommunications (IST), Tehran, Iran, pp. 1128-1132, Sep. 2014.

Conferences