15 citations · 33 across the 12 of their papers we have counts for
3 papers · 1 filter
Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study
Mohamed Akrout, Amal Feriani, Faouzi Bellili +2
With the proliferation of deep learning techniques for wireless communication, several works have adopted learning-based approaches to solve the channel estimation problem. While t…
A 35-Year Longitudinal Analysis of Dermatology Patient Behavior across Economic & Cultural Manifestations in Tunisia, and the Impact of Digital Tools
Mohamed Akrout, Hayet Amdouni, Amal Feriani +2
The evolution of behavior of dermatology patients has seen significantly accelerated change over the past decade, driven by surging availability and adoption of digital tools and p…
Dynamic Noises of Multi-Agent Environments Can Improve Generalization: Agent-based Models meets Reinforcement Learning
Mohamed Akrout, Amal Feriani, Bob McLeod
We study the benefits of reinforcement learning (RL) environments based on agent-based models (ABM). While ABMs are known to offer microfoundational simulations at the cost of comp…