Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent Branching

Arnav Kharbanda, Advait Chandorkar

Ensemble learning has proven effective in improving predictive performance and estimating uncertainty in neural networks. However, conventional ensemble methods often suffer from r…