Mounssif Krouka

Reinforcement learning based scheduling algorithm for optimizing age of information in ultra reliable low latency networks

Anis Elgabli, Hamza Khan, Mounssif Krouka et al. · University of Oulu Repository (University of Oulu) · 2019 · 54 citations

Computing, Computer Science, Computer Systems +17

Communication-Efficient and Federated Multi-Agent Reinforcement Learning

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid et al. · IEEE Transactions on Cognitive Communications and Networking · 2021 · 38 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid et al. · 2021 IEEE Global Communications Conference (GLOBECOM) · 2021 · 24 citations

Computing, Computer Science, Algorithms +12

Energy-efficient model compression and splitting for collaborative inference over time-varying channels

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid et al. · University of Oulu Repository (University of Oulu) · 2021 · 19 citations

Computing, Computer Science, Computer Systems +17

Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation

Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid et al. · IEEE Transactions on Green Communications and Networking · 2022 · 19 citations · Full text

Computing, Computer Science, Mathematics +15