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

Artificial Intelligence, Engineering, Machine Learning +21

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 · 34 citations · Full text

Artificial Intelligence, Multi-agent Reinforcement Learning, Engineering +20

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

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

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