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.
Fingerprint
Dive into the research topics where Yakov Shay-El Cohen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
A Regularized Routing Optimization Approach for Enhanced Throughput and Low Latency with Efficient Complexity in Communication Networks
Zenati, D., Maimon, T. & Cohen, K., 1 Jan 2025, 2025 IEEE Wireless Communications and Networking Conference, WCNC 2025. (IEEE Wireless Communications and Networking Conference, WCNC).Ben-Gurion University of the Negev
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach
Ami, D. B., Cohen, K. & Zhao, Q., 1 Jan 2025, (Accepted/In press) In: IEEE Access.Ben-Gurion University of the Negev
Research output: Contribution to journal › Article › peer-review
Open Access -
PAUSE: Privacy-Aware Active User Selection for Federated Learning
Peleg, O., Lang, N., Rini, S., Shlezinger, N. & Cohen, K., 2025, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.Ben-Gurion University of the Negev
Research output: Contribution to journal › Conference article › peer-review
-
RRO: A Regularized Routing Optimization Algorithm for Enhanced Throughput and Low Latency with Efficient Complexity
Zenati, D., Maimon, T. & Cohen, K., 1 Jan 2025, In: IEEE Journal on Selected Areas in Communications. 43, 2, p. 437-447 11 p.Ben-Gurion University of the Negev
Research output: Contribution to journal › Article › peer-review
Open Access -
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