Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical Framework

Nidhi Simmons, David E Simmons, Michel Daoud Yacoub

We introduce a novel loss function to minimize the outage probability of an ML-based resource allocation system. A single-user multi-resource greedy allocation strategy constitutes…