Personal profile
About Me
Amir Leshem (IEEE Fellow) received his B.Sc. (Cum Laude, Talpiot project) in mathematics and physics, his M.Sc. (Cum Laude) in mathematics, and his Ph.D. in mathematics all from the Hebrew University, Jerusalem, Israel, in 1986, 1990 and 1998 respectively. From 1998 to 2000 he was with Faculty of Information Technology and Systems, Delft University of Technology, The Netherlands, as a postdoctoral researcher working on problems of signal processing for radio astronomy. From 2000 to 2003 he was the director of advanced technologies at Metalink Broadband where he was responsible for the research and development of new DSL and wireless MIMO modem technologies and served as a member of several international standard-setting groups such as ETSI TM06 and ITU-T SG15. From 2000 to 2002 he was also a visiting researcher at Delft University of Technology. In 2002 he joined Bar-Ilan University where he was one of the founders of the Faculty of Engineering and a full professor. He was head of the Signal Processing and Communications tracks, 2002-2014 and 2014-2017 respectively. In 2009 he spent his sabbatical at Delft University of Technology and Stanford University. Prof. Leshem was an associate editor of IEEE Trans. on Signal Processing 2008-2011, and the leading guest editor of several special issues of the IEEE Signal Processing Magazine and the IEEE Journal on Selected Topics in Signal Processing. From 2017 to 2021 he was associate editor for IEEE Trans. on Signal and information processing over networks. On January 2022 he was elevated to IEEE Fellow for contributions to multi-channel and multi-agent signal processing.
His main research interests include multi-agent learning over networks and multi-agent learning under limited communications, models for opinion dynamics and information propagation in social networks, wireless networks, applications of game theory to networks, signal, and information processing networks with applications to sensor and social networks, multichannel wireless and wireline communication, array and statistical signal, radio-astronomical imaging, set theory, logic and the foundations of mathematics
- Applications of Game Theory to Communications and Networking
- Game Theoretic Learning
- Wireless Communication Networks
- 5G Cellular Networks
- Statistical and Array Signal Processing
- Signal Processing Techniques for (energy limited) Sensor Networks
- Applications of signal Processing to Radio Astronomical Imaging
- Set Theory and Mathematical Logic
About Me
Amir Leshem received the B.Sc.(cum laude, Talpiot project) in mathematics and physics, the M.Sc. (cum laude) in mathematics, and the Ph.D. in mathematics all from the Hebrew University, Jerusalem, Israel, in 1986,1990 and 1998 respectively. From 1998 to 2000 he was with Faculty of Information Technology and Systems, Delft university of technology, The Netherlands, as a postdoctoral fellow working on algorithms for the reduction of terrestrial electromagnetic interference in radio-astronomical radio-telescope antenna arrays and signal processing for communication. From 2000 to 2003 he was director of advanced technologies with Metalink Broadband where he was responsible for research and development of new DSL and wireless MIMO modem technologies and served as a member of several international standard setting groups such as ITU-T SG15, ETSI TM06, NIPP-NAI, IEEE 802.3 and 802.11. From 2000 to 2002 he was also a visiting researcher at Delft University of Technology. In 2002 he joined Bar-Ilan University where he is one of the founders of the faculty of engineering and a full professor and head of the communications research track. In 2009 he spent his sabbatical at Delft University of Technology and Stanford University. Prof. Leshem was an associate editor for IEEE Transactions on Signal processing 2008- 2011, was the leading guest editor of several special issues of IEEE Signal Processing Magazine and IEEE Journal on Selected topics in Signal Processing. His main research interests include wireless networks, applications of game theory to wireless networks, signal and information processing networks with applications to sensor and social networks, multichannel wireless and wireline communication, Part 3 dynamic and adaptive spectrum management of communication networks, array and statistical signal, radio-astronomical imaging, set theory, logic and foundations of mathematics.
2022 IEEE Fellow for contributions to multi-channel and multi-agent signal processing
2019 Bar-Ilan's University Rector's Prize for Scientific Innovation.
1986 Dean’s list. Faculty of Natural Sciences, Hebrew University, Jerusalem.
1985 Dean’s list. Faculty of Natural Sciences, Hebrew University, Jerusalem.
1991 Distinguished employee. Digital Systems Department. Electronic systems division. RAFAEL.
Committees
2024-2027 Member of the technical committee on “Signal Processing for Communications and Networking” of IEEE Signal Processing Society.
2017-2023 Member of the Signal Processing Society Committee on Signal Processing Theory and Methods.
2016-2018 Member of Bar Ilan Senate central committee.
2016-2018 Member of Bar Ilan University Central Appointment committee.
2010-2016 Member of the technical committee on “Signal Processing for Communications” of IEEE Signal Processing Society.
2000-2004 Participating in international standard committees on digital subscriber line modems (DSL): ANSI T1E1.4, ETSI TM06 and ITU-T SG15 and Ethernet IEEE 802.3 and 802.11.
Education/Academic qualification
PhD, Hebrew University of Jerusalem
Oct 1992 → Oct 1997
Award Date: 1 Oct 1997
Master's Degree, Hebrew University of Jerusalem
Oct 1986 → Oct 1990
Award Date: 1 Oct 1990
Bachelor, Hebrew University of Jerusalem
Oct 1984 → Oct 1986
Award Date: 1 Oct 1986
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Collaborations and top research areas from the last five years
Research output
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Near Optimal Privacy Preserving Fair Multi-Agent Bandits
Leshem, A., 2025, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Distributed learning in congested environments with partial information
Leshem, A., Krishnamurthy, V. & Boyarski, T., Nov 2024, In: Automatica. 169, 111817.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
MITIGATING DATA INJECTION ATTACKS ON FEDERATED LEARNING
Shalom, O., Leshem, A. & Bajwa, W. U., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9116-9120 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Nonlinear self-calibrated spectrometer with single GeSe-InSe heterojunction device
Darweesh, R., Yadav, R. K., Adler, E., Poplinger, M., Levi, A., Lee, J. J., Leshem, A., Ramasubramaniam, A., Xia, F. & Naveh, D., 17 May 2024, In: Science advances. 10, 20, eadn602.Research output: Contribution to journal › Article › peer-review
Open Access22 Scopus citations -
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm
Park, G., Byeon, W., Kim, S., Havakuk, E., Leshem, A. & Sung, Y., 2024, In: Proceedings of Machine Learning Research. 235, p. 39616-39642 27 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations
Prizes
Activities
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IEEE Signal Processing Society (External organization)
Leshem, A. (Member)
2025 → …Activity: Membership › Membership of committee
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IEEE (External organization)
Leshem, A. (Member)
2022 → …Activity: Membership › Membership of association
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Departmental Seminar/Colloquium: Resource allocation in Wireless Networks
Leshem, A. (Speaker)
2015 → …Activity: Talk or presentation › Oral presentation
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Boston University, Electrical Engineering (External organization)
Leshem, A. (Fellow)
2015Activity: Membership › Fellowship
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Departmental Seminar/Colloquium: Game Theory for Wireless Networks
Leshem, A. (Speaker)
2015 → …Activity: Talk or presentation › Oral presentation
Thesis
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The Determinacy of Projective Games
LESHEM, A. (Author), Magidor, M. (Supervisor), 1990Student thesis: Thesis