1 code implementation • 16 May 2023 • 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.
no code implementations • 16 Jun 2022 • Nidhi Simmons, Samuel B. Ferreira Gomes, Michel Daoud Yacoub, Osvaldo Simeone, Simon L Cotton, David E. Simmons
It is observed that GRUs and LSTMs present equivalent performance, and both are superior when compared to CNNs, FFNs and linear regression.