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ORCIDAmir Leshem
Person information
- affiliation: Bar-Ilan University, Faculty of Engineering, Ramat Gan, Israel
- affiliation (2000 - 2003): Metalink Broadband
- affiliation (1998 - 2000): Delft University of Technology, Faculty of Information Technology and Systems, The Netherlands
- affiliation (PhD 1998): Hebrew University of Jerusalem, Israel
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2020 – today
- 2024
[j91]Amir Leshem, Vikram Krishnamurthy, Tomer Boyarski:
Distributed learning in congested environments with partial information. Autom. 169: 111817 (2024)- [c83]Or Ohev Shalom, Amir Leshem, Waheed U. Bajwa:
Mitigating Data Injection Attacks on Federated Learning. ICASSP 2024: 9116-9120 - [c82]Giseung Park, Woohyeon Byeon, Seongmin Kim, Elad Havakuk, Amir Leshem, Youngchul Sung:
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm. ICML 2024 - [i55]Giseung Park, Woohyeon Byeon, Seongmin Kim, Elad Havakuk, Amir Leshem, Youngchul Sung:
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm. CoRR abs/2406.07826 (2024) - 2023
- [j90]Li-on Raviv
, Amir Leshem:
Joint Scheduling and Resource Allocation for Packets With Deadlines and Priorities. IEEE Commun. Lett. 27(1): 248-252 (2023) - [j89]Idan Achituve, Wenbo Wang, Ethan Fetaya, Amir Leshem:
Communication Efficient Distributed Learning Over Wireless Channels. IEEE Signal Process. Lett. 30: 1402-1406 (2023) - [j88]Tomer Boyarski, Wenbo Wang, Amir Leshem:
Distributed Learning for Optimal Spectrum Access in Dense Device-to-Device Ad-Hoc Networks. IEEE Trans. Signal Process. 71: 3149-3163 (2023) - [i54]Amir Leshem:
Optimal Fair Multi-Agent Bandits. CoRR abs/2306.04498 (2023) - [i53]Pranay Bhardwaj, Syed Mohammad Zafaruddin, Amir Leshem:
Random Access Protocols for Cell-Free Wireless Network Exploiting Statistical Behavior of THz Signal Propagation. CoRR abs/2311.06166 (2023) - [i52]Or Ohev Shalom, Amir Leshem, Waheed U. Bajwa:
Mitigating Data Injection Attacks on Federated Learning. CoRR abs/2312.02102 (2023) - 2022
- [j87]Yagel Ashkenazi, Ran Gelles, Amir Leshem:
Noisy beeping networks. Inf. Comput. 289(Part): 104925 (2022) - [j86]Jingwen Tong, Hongliang Zhang, Liqun Fu, Amir Leshem, Zhu Han:
Two-Stage Resource Allocation in Reconfigurable Intelligent Surface Assisted Hybrid Networks via Multi-player Bandits. IEEE Trans. Commun. 70(5): 3526-3541 (2022) - [j85]Or Ohev Shalom, Amir Leshem, Anna Scaglione:
Localization of Data Injection Attacks on Distributed M-Estimation. IEEE Trans. Signal Inf. Process. over Networks 8: 655-669 (2022) - [j84]Wenbo Wang, Amir Leshem:
Non-Convex Generalized Nash Games for Energy Efficient Power Allocation and Beamforming in mmWave Networks. IEEE Trans. Signal Process. 70: 3193-3205 (2022) - [j83]Wenbo Wang, Amir Leshem, Dusit Niyato, Zhu Han:
Decentralized Learning for Channel Allocation in IoT Networks Over Unlicensed Bandwidth as a Contextual Multi-Player Multi-Armed Bandit Game. IEEE Trans. Wirel. Commun. 21(5): 3162-3178 (2022) - [c81]Wenbo Wang, Amir Leshem:
Monotonic Generalized Nash Games with Application to the Management of Energy-Aware Aloha Networks. ICASSP 2022: 5303-5307 - [c80]Wenbo Wang, Amir Leshem:
Power and Beamforming Control with Generalized Nash Game for Energy-Aware mmWave Networks. SAM 2022: 256-260 - [i51]Idan Achituve, Wenbo Wang, Ethan Fetaya, Amir Leshem:
Communication Efficient Distributed Learning over Wireless Channels. CoRR abs/2209.01682 (2022) - [i50]Li-on Raviv, Amir Leshem:
Joint Scheduling and Resource Allocation for Packets with Deadlines and Priorities. CoRR abs/2209.15532 (2022) - 2021
- [j82]Michael Krikheli, Amir Leshem:
Finite sample performance of linear least squares estimation. J. Frankl. Inst. 358(15): 7955-7991 (2021) - [j81]Ilai Bistritz, Tavor Z. Baharav, Amir Leshem, Nicholas Bambos:
One for All and All for One: Distributed Learning of Fair Allocations With Multi-Player Bandits. IEEE J. Sel. Areas Inf. Theory 2(2): 584-598 (2021) - [j80]Ilai Bistritz, Amir Leshem:
Game of Thrones: Fully Distributed Learning for Multiplayer Bandits. Math. Oper. Res. 46(1): 159-178 (2021) - [j79]Syed Mohammad Zafaruddin, Jan Plachy, Zdenek Becvar, Amir Leshem:
Energy Consumption Performance of Opportunistic Device-to-Device Relaying Under Log-Normal Shadowing. IEEE Syst. J. 15(4): 5011-5022 (2021) - [j78]Michal Yemini, Amir Leshem, Anelia Somekh-Baruch:
The Restless Hidden Markov Bandit With Linear Rewards and Side Information. IEEE Trans. Signal Process. 69: 1108-1123 (2021) - [j77]Amir Leshem, Uri Erez:
The Interference Channel Revisited: Aligning Interference by Adjusting Antenna Separation. IEEE Trans. Signal Process. 69: 1874-1884 (2021) - [c79]Kobi Cohen, Amir Leshem:
Controlled Testing and Isolation for Suppressing Covid-19. ICASSP 2021: 5489-5493 - [i49]Tomer Boyarski, Amir Leshem, Vikram Krishnamurthy:
Distributed learning in congested environments with partial information. CoRR abs/2103.15901 (2021) - [i48]Pranav M. Pawar, Amir Leshem:
Distributed Deep Reinforcement Learning for Collaborative Spectrum Sharing. CoRR abs/2104.02059 (2021) - [i47]Wenbo Wang, Amir Leshem:
Decentralized Power Allocation and Beamforming Using Non-Convex Nash Game for Energy-Aware mmWave Networks. CoRR abs/2108.06779 (2021) - [i46]Tomer Boyarski, Amir Leshem:
Medium Access Control protocol for Collaborative Spectrum Learning in Wireless Networks. CoRR abs/2111.12581 (2021) - 2020
- [j76]Avishay Antman, Amir Leshem:
Radio Transient Detection in Radio Astronomical Arrays. IEEE Trans. Signal Process. 68: 5648-5663 (2020) - [c78]Jiawen Kang, Zehui Xiong, Dusit Niyato, Zhiguang Cao, Amir Leshem:
Training Task Allocation in Federated Edge Learning: A Matching-Theoretic Approach. CCNC 2020: 1-6 - [c77]Michal Yemini, Amir Leshem, Anelia Somekh-Baruch:
Restless Hidden Markov Bandit with Linear Rewards. CDC 2020: 1183-1189 - [c76]Uri Erez, Amir Leshem:
Eliminating Out-Of-Cell Interference in Cellular Massive Mimo with a Single Additional Transceiver. ICASSP 2020: 5185-5189 - [c75]Ido Hadar, Amir Leshem:
Joint Scheduling and Beamforming for Delay Sensitive Traffic with Priorities and Deadlines. ICASSP 2020: 5285-5289 - [c74]Ilai Bistritz, Tavor Z. Baharav, Amir Leshem, Nicholas Bambos:
My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits. ICML 2020: 930-940 - [c73]Yagel Ashkenazi, Ran Gelles, Amir Leshem:
Brief Announcement: Noisy Beeping Networks. PODC 2020: 458-460 - [i45]Ilai Bistritz, Tavor Z. Baharav, Amir Leshem, Nicholas Bambos:
My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits. CoRR abs/2002.09808 (2020) - [i44]Wenbo Wang, Amir Leshem, Dusit Niyato, Zhu Han:
Decentralized Learning for Channel Allocation in IoT Networks over Unlicensed Bandwidth as a Contextual Multi-player Multi-armed Bandit Game. CoRR abs/2003.13314 (2020)
2010 – 2019
- 2019
- [j75]Syed Mohammad Zafaruddin, Itsik Bergel, Amir Leshem:
Asymptotic performance of ZF and MMSE crosstalk cancelers for DSL systems. Digit. Signal Process. 88: 182-196 (2019) - [j74]Li-on Raviv, Amir Leshem:
Scheduling for Multi-User Multi-Input Multi-Output Wireless Networks with Priorities and Deadlines. Future Internet 11(8): 172 (2019) - [j73]Syed Mohammad Zafaruddin, Ilai Bistritz, Amir Leshem, Dusit Niyato:
Distributed Learning for Channel Allocation Over a Shared Spectrum. IEEE J. Sel. Areas Commun. 37(10): 2337-2349 (2019) - [j72]Oshri Naparstek, Syed Mohammad Zafaruddin, Amir Leshem, Eduard A. Jorswieck:
Distributed Energy Efficient Channel Allocation. IEEE Trans. Green Commun. Netw. 3(4): 1152-1166 (2019) - [j71]Ilai Bistritz, Amir Leshem:
Game Theoretic Dynamic Channel Allocation for Frequency-Selective Interference Channels. IEEE Trans. Inf. Theory 65(1): 330-353 (2019) - [j70]Michal Yemini, Anelia Somekh-Baruch, Reuven Cohen, Amir Leshem:
The Simultaneous Connectivity of Cognitive Networks. IEEE Trans. Inf. Theory 65(11): 6911-6930 (2019) - [j69]Hoi-To Wai, Anna Scaglione, Baruch Barzel, Amir Leshem:
Joint Network Topology and Dynamics Recovery From Perturbed Stationary Points. IEEE Trans. Signal Process. 67(17): 4582-4596 (2019) - [j68]Ilai Bistritz, Amir Leshem:
Asymptotically Optimal Resource Block Allocation With Limited Feedback. IEEE Trans. Wirel. Commun. 18(1): 34-46 (2019) - [j67]Zehui Xiong, Shaohan Feng, Dusit Niyato, Ping Wang, Amir Leshem, Zhu Han:
Joint Sponsored and Edge Caching Content Service Market: A Game-Theoretic Approach. IEEE Trans. Wirel. Commun. 18(2): 1166-1181 (2019) - [c72]Or Ohev Shalom, Amir Leshem, Anna Scaglione:
Localization of Data Injection Attacks on Distributed M-Estimation. DSW 2019: 22-26 - [c71]Michael Krikheli, Amir Leshem:
Lfinite Sample Bounds on the Performance of Weighted Linear Least Squares in Sub-Gaussian Correlated Noise. DSW 2019: 110-114 - [c70]Amir Leshem, Uri Erez:
Ergodic Spatial Nulling for Achieving Interference Free Rates. ISIT 2019: 1292-1296 - [c69]Jan Plachy, Zdenek Becvar, Syed Mohammad Zafaruddin, Amir Leshem:
Nash Bargaining Solution for Cooperative Relaying Exploiting Energy Consumption. SPAWC 2019: 1-5 - [c68]Syed Mohammad Zafaruddin, Ilai Bistritz, Amir Leshem, Dusit Niyato:
Multiagent Autonomous Learning for Distributed Channel Allocation in Wireless Networks. SPAWC 2019: 1-5 - [i43]Amir Leshem, Uri Erez:
The Interference Channel Revisited: Eliminating Interference with a Two Antenna Receiver. CoRR abs/1901.11452 (2019) - [i42]Syed Mohammad Zafaruddin, Ilai Bistritz, Amir Leshem, Dusit Niyato:
Distributed Learning for Channel Allocation Over a Shared Spectrum. CoRR abs/1902.06353 (2019) - [i41]Yagel Ashkenazi, Ran Gelles, Amir Leshem:
Noisy Beeping Networks. CoRR abs/1909.06811 (2019) - [i40]Michal Yemini, Amir Leshem, Anelia Somekh-Baruch:
Restless Hidden Markov Bandits with Linear Rewards. CoRR abs/1910.10271 (2019) - 2018
- [j66]Ilai Bistritz, Amir Leshem:
Approximate Best-Response Dynamics in Random Interference Games. IEEE Trans. Autom. Control. 63(6): 1459-1472 (2018) - [j65]Anelia Somekh-Baruch, Amir Leshem, Venkatesh Saligrama:
On the Non-Existence of Unbiased Estimators in Constrained Estimation Problems. IEEE Trans. Inf. Theory 64(8): 5549-5554 (2018) - [j64]Li-on Raviv, Amir Leshem:
Maximizing Service Reward for Queues With Deadlines. IEEE/ACM Trans. Netw. 26(5): 2296-2308 (2018) - [j63]Amir Leshem, Anna Scaglione:
The Impact of Random Actions on Opinion Dynamics. IEEE Trans. Signal Inf. Process. over Networks 4(3): 576-584 (2018) - [j62]Kobi Cohen, Amir Leshem:
Spectrum and Energy Efficient Multiple Access for Detection in Wireless Sensor Networks. IEEE Trans. Signal Process. 66(22): 5988-6001 (2018) - [c67]Shaohan Feng, Zehui Xiong, Dusit Niyato, Ping Wang, Amir Leshem:
Evolving Risk Management Against Advanced Persistent Threats in Fog Computing. CloudNet 2018: 1-6 - [c66]Hoi-To Wai, Anna Scaglione, Baruch Barzel, Amir Leshem:
Network Inference from Complex Systems Steady States Observations: Theory and Methods. DSW 2018: 155-159 - [c65]Zehui Xiong, Shaohan Feng, Dusit Niyato, Ping Wang, Amir Leshem, Yang Zhang:
Game Theoretic Analysis for Joint Sponsored and Edge Caching Content Service Market. GLOBECOM 2018: 1-7 - [c64]Avishay Antman, Amir Leshem:
Radio Transient Detection in Radio Astronomical Arrays. ICASSP 2018: 3439-3443 - [c63]Sissi Xiaoxiao Wu, Hoi-To Wai, Anna Scaglione, Angelia Nedic, Amir Leshem:
Data Injection Attack on Decentralized Optimization. ICASSP 2018: 3644-3648 - [c62]Michael Krikheli, Amir Leshem:
Finite Sample Performance of Linear Least Squares Estimators Under Sub-Gaussian Martingale Difference Noise. ICASSP 2018: 4444-4448 - [c61]Wenbo Wang, Dusit Niyato, Ping Wang, Amir Leshem:
Decentralized Caching for Content Delivery Based on Blockchain: A Game Theoretic Perspective. ICC 2018: 1-6 - [c60]Kobi Cohen, Amir Leshem:
Density-Based Multiple Access for Detection in Wireless Sensor Networks. ISIT 2018: 776-780 - [c59]Ilai Bistritz, Amir Leshem:
Distributed Multi-Player Bandits - a Game of Thrones Approach. NeurIPS 2018: 7222-7232 - [c58]Ilai Bistritz, Amir Leshem:
Efficient and asymptotically optimal resource block allocation. WCNC 2018: 1-6 - [c57]Pavel Mach, Zdenek Becvar, Amir Leshem:
Hybrid spectrum sharing for cognitive small cells. WCNC 2018: 1-6 - [i39]Wenbo Wang, Dusit Niyato, Ping Wang, Amir Leshem:
Decentralized Caching for Content Delivery Based on Blockchain: A Game Theoretic Perspective. CoRR abs/1801.07604 (2018) - [i38]Syed Mohammad Zafaruddin, Jan Plachy, Zdenek Becvar, Amir Leshem:
Energy Efficiency of Opportunistic Device-to-Device Relaying Under Lognormal Shadowing. CoRR abs/1803.00969 (2018) - [i37]Li-on Raviv, Amir Leshem:
Maximizing Service Reward for Queues with Deadlines. CoRR abs/1805.11681 (2018) - [i36]Zehui Xiong, Shaohan Feng, Dusit Niyato, Ping Wang, Amir Leshem, Yang Zhang:
Game Theoretic Analysis for Joint Sponsored and Edge Caching Content Service Market. CoRR abs/1808.04067 (2018) - [i35]Kobi Cohen, Amir Leshem:
Spectrum and Energy Efficient Multiple Access for Detection in Wireless Sensor Networks. CoRR abs/1809.08468 (2018) - [i34]Ilai Bistritz, Amir Leshem:
Distributed Multi-Player Bandits - a Game of Thrones Approach. CoRR abs/1810.11162 (2018) - 2017
- [j61]Liran Gispan, Amir Leshem, Yair Be'ery:
Decentralized estimation of regression coefficients in sensor networks. Digit. Signal Process. 68: 16-23 (2017) - [j60]Yair Noam, Amir Leshem, Hagit Messer:
Robust spectrum management with incomplete information over fading channels. J. Frankl. Inst. 354(2): 1066-1086 (2017) - [j59]Michal Yemini, Alessio Zappone, Eduard A. Jorswieck, Amir Leshem:
Energy Efficient Bidirectional Massive MIMO Relay Beamforming. IEEE Signal Process. Lett. 24(7): 1010-1014 (2017) - [j58]Syed Mohammad Zafaruddin, Itsik Bergel, Amir Leshem:
Signal Processing for Gigabit-Rate Wireline Communications: An Overview of the State of the Art and Research Challenges. IEEE Signal Process. Mag. 34(5): 141-164 (2017) - [j57]Amir Leshem, Michal Yemini:
Phase Noise Compensation for OFDM Systems. IEEE Trans. Signal Process. 65(21): 5675-5686 (2017) - [c56]Ilai Bistritz, Amir Leshem:
Game theoretic resource allocation form-dependent channels with application to OFDMA. ICASSP 2017: 4316-4320 - [i33]Amir Leshem, Anna Scaglione:
The impact of random actions on opinion dynamics. CoRR abs/1704.01660 (2017) - [i32]Ilai Bistritz, Amir Leshem:
Game Theoretic Dynamic Channel Allocation for Frequency-Selective Interference Channels. CoRR abs/1705.02957 (2017) - [i31]Avi Zanko, Itsik Bergel, Amir Leshem:
Deep-LMS for gigabit transmission over unshielded twisted pair cables. CoRR abs/1705.10459 (2017) - [i30]Syed Mohammad Zafaruddin, Itsik Bergel, Amir Leshem:
Signal Processing for Gigabit-Rate Wireline Communications. CoRR abs/1706.03538 (2017) - [i29]Ilai Bistritz, Amir Leshem:
Approximate Best-Response Dynamics in Random Interference Games. CoRR abs/1706.05081 (2017) - [i28]Amir Leshem, Michal Yemini:
Phase Noise Compensation for OFDM Systems. CoRR abs/1708.05443 (2017) - [i27]Ilai Bistritz, Amir Leshem:
Asymptotically Optimal Resource Block Allocation With Limited Feedback. CoRR abs/1710.07617 (2017) - 2016
- [j56]Alessio Zappone, Eduard A. Jorswieck, Amir Leshem:
Distributed Resource Allocation for Energy Efficiency in MIMO OFDMA Wireless Networks. IEEE J. Sel. Areas Commun. 34(12): 3451-3465 (2016) - [j55]Oshri Naparstek, Amir Leshem:
Expected time complexity of the auction algorithm and the push relabel algorithm for maximum bipartite matching on random graphs. Random Struct. Algorithms 48(2): 384-395 (2016) - [j54]Michal Yemini, Anelia Somekh-Baruch, Amir Leshem:
On the Multiple Access Channel With Asynchronous Cognition. IEEE Trans. Inf. Theory 62(10): 5643-5663 (2016) - [j53]Kobi Cohen, Amir Leshem:
Distributed Game-Theoretic Optimization and Management of Multichannel ALOHA Networks. IEEE/ACM Trans. Netw. 24(3): 1718-1731 (2016) - [j52]Hoi-To Wai, Anna Scaglione, Amir Leshem:
Active Sensing of Social Networks. IEEE Trans. Signal Inf. Process. over Networks 2(3): 406-419 (2016) - [j51]Reinhard Gentz, Sissi Xiaoxiao Wu, Hoi-To Wai, Anna Scaglione, Amir Leshem:
Data Injection Attacks in Randomized Gossiping. IEEE Trans. Signal Inf. Process. over Networks 2(4): 523-538 (2016) - [j50]Avi Zanko, Amir Leshem, Ephraim Zehavi:
Robust Turbo Analog Error Correcting Codes Based on Analog CRC Verification. IEEE Trans. Signal Process. 64(3): 757-770 (2016) - [c55]Ilai Bistritz, Amir Leshem:
Convergence of approximate best-response dynamics in interference games. CDC 2016: 4433-4438 - [c54]Avi Zanko, Itsik Bergel, Amir Leshem:
Gigabit DSL: A deep-LMS approach. EUSIPCO 2016: 300-304 - [c53]Ron Heimann, Amir Leshem, Ephraim Zehavi, Anthony J. Weiss:
Non-asymptotic performance bounds of eigenvalue based detection of signals in non-Gaussian noise. ICASSP 2016: 2936-2940 - [c52]Hoi-To Wai, Anna Scaglione, Amir Leshem:
Active online learning of trusts in social networks. ICASSP 2016: 4139-4143 - [c51]Manjesh Kumar Hanawal, Amir Leshem, Venkatesh Saligrama:
Efficient algorithms for linear polyhedral bandits. ICASSP 2016: 4796-4800 - [c50]Alessio Zappone, Eduard A. Jorswieck, Amir Leshem:
Distributed fractional programming in matched multiple access channels. SAM 2016: 1-5 - [c49]Michal Yemini, Anelia Somekh-Baruch, Reuven Cohen, Amir Leshem:
Simultaneous connectivity in heterogeneous cognitive radio networks. ISIT 2016: 1262-1266 - [c48]Michael Krikheli, Amir Leshem:
Finite sample performance of least squares estimation in sub-Gaussian noise. SSP 2016: 1-5 - [c47]Alessio Zappone, Eduard A. Jorswieck, Amir Leshem:
Distributed Assignment and Resource Allocation for Energy Efficiency in MIMO Wireless Networks. WSA 2016: 1-5 - [i26]Michal Yemini, Anelia Somekh-Baruch, Reuven Cohen, Amir Leshem:
On Simultaneous Percolation with Two Disk Types. CoRR abs/1601.04471 (2016) - [i25]Hoi-To Wai, Anna Scaglione, Amir Leshem:
Active Sensing of Social Networks. CoRR abs/1601.05834 (2016) - [i24]Ilai Bistritz, Amir Leshem:
Asymptotically Optimal Distributed Channel Allocation: a Competitive Game-Theoretic Approach. CoRR abs/1603.03956 (2016) - [i23]Anelia Somekh-Baruch, Amir Leshem, Venkatesh Saligrama:
On the Non-Existence of Unbiased Estimators in Constrained Estimation Problems. CoRR abs/1609.07415 (2016) - [i22]Hoi-To Wai, Anna Scaglione, Uzi Harush, Baruch Barzel, Amir Leshem:
RIDS: Robust Identification of Sparse Gene Regulatory Networks from Perturbation Experiments. CoRR abs/1612.06565 (2016) - 2015
- [j49]Hui Cao, Yuntao Wu, Amir Leshem:
R-D Frequency estimation of multidimensional sinusoids based on eigenvalues and eigenvectors. Multidimens. Syst. Signal Process. 26(3): 777-786 (2015) - [j48]Yuntao Wu, Amir Leshem, Jesper Rindom Jensen, Guisheng Liao:
Joint Pitch and DOA Estimation Using the ESPRIT Method. IEEE ACM Trans. Audio Speech Lang. Process. 23(1): 32-45 (2015) - [j47]Michal Yemini, Anelia Somekh-Baruch, Amir Leshem:
Asynchronous Transmission Over Single-User State-Dependent Channels. IEEE Trans. Inf. Theory 61(11): 5854-5867 (2015) - [c46]Reinhard Gentz, Hoi-To Wai, Anna Scaglione, Amir Leshem:
Detection of data injection attacks in decentralized learning. ACSSC 2015: 350-354 - [c45]