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.
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. Institute of Electrical and Electronics Engineers, (IEEE Wireless Communications and Networking Conference, WCNC).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, In: IEEE Access. 13, p. 33697-33713 17 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
PAUSE: Low-Latency and Privacy-Aware Active User Selection for Federated Learning
Peleg, O., Lang, N., Ben Ami, D., Rini, S., Shlezinger, N. & Cohen, K., 1 Jan 2025, In: IEEE Transactions on Signal Processing. 73, p. 4556-4572 17 p.Research output: Contribution to journal › Article › peer-review
-
PAUSE: Privacy-Aware Active User Selection for Federated Learning
Peleg, O., Lang, N., Rini, S., Shlezinger, N. & Cohen, K., 1 Jan 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 -
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.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks
Cohen, Y., Gafni, T., Greenberg, R. & Cohen, K., 1 Jan 2025, In: IEEE Transactions on Wireless Communications. 24, 1, p. 228-243 16 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
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.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Active Change Point Anomaly Detection Over Composite Hypotheses
Didi, L. L., Gafni, T. & Cohen, K., 1 Jan 2024, 2024 60th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2024. Institute of Electrical and Electronics Engineers, (2024 60th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
A Masked Pruning-Based Algorithm for Dimensionality Reduction in Federated Learning Systems
Gez, T. L. S. & Cohen, K., 1 Jan 2024, 2024 60th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2024. Institute of Electrical and Electronics Engineers, (2024 60th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
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. Institute of Electrical and Electronics Engineers, p. 3684-3688 5 p. (IEEE International Symposium on Information Theory - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Press/Media
-
Findings on Technology Reported by Investigators at Ben-Gurion University of the Negev (Sinr-aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation In Cognitive Interference Networks)
Cohen, Y. & Cohen, Y.S.-E.
10/02/25
1 item of Media coverage
Press/Media
Projects
- 1 Finished
-
Active Federated Learning and Inference in Wireless Communication Networks
Cohen, Y.S.-E. (PI)
1/01/20 → 31/12/23
Project: Research