Balancing Fairness and Utilization in Wireless Networks: A Kolmogorov-Arnold Network Approach

This paper proposes a novel approach to optimize transmit power allocation in wireless networks using explainable Kolmogorov-Arnold Networks (KANs), balancing fairness and network utilization, particularly for dynamic 6G environments.