Research output per year
Research output per year
Personal profile
Research interests
- Statistical inference, anomaly detection, online learning, multi-agent learning, artificial intelligence.
- Decision theory, game theory, stochastic optimization, and algorithms.
- Analysis and applications in communication networks, cyber-security, large-scale systems.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret
Salgia, S., Gabay, T., Zhao, Q. & Cohen, K., 19 Jan 2024, In: IEEE Transactions on Signal Processing. 72, p. 735-743 9 p.Ben-Gurion University of the Negev
Research output: Contribution to journal › Article › peer-review
Open Access -
Anomaly Search of a Hidden Markov Model
Citron, L., Cohen, K. & Zhao, Q., 1 Jan 2024, 2024 IEEE International Symposium on Information Theory, ISIT 2024 - Proceedings. p. 3684-3688 5 p. (IEEE International Symposium on Information Theory - Proceedings).Ben-Gurion University of the Negev
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Federated Learning from Heterogeneous Data via Controlled Air Aggregation with Bayesian Estimation
Gafni, T., Cohen, K. & Eldar, Y. C., 1 Jan 2024, In: IEEE Transactions on Signal Processing. 72, p. 1928-1943 16 p.Ben-Gurion University of the Negev, Weizmann Institute of Science
Research output: Contribution to journal › Article › peer-review
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Multi-Flow Transmission in Wireless Interference Networks: A Convergent Graph Learning Approach
Paul, R., Cohen, K. & Kedar, G., 1 Apr 2024, In: IEEE Transactions on Wireless Communications. 23, 4, p. 3691-3705 15 p.Ben-Gurion University of the Negev
Research output: Contribution to journal › Article › peer-review
Open Access -
SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks
Cohen, Y., Gafni, T., Greenberg, R. & Cohen, K., 1 Jan 2024, (Accepted/In press) In: IEEE Transactions on Wireless Communications.Ben-Gurion University of the Negev
Research output: Contribution to journal › Article › peer-review