Partial Fusion of Neural Networks: Efficient Tradeoffs Between Ensembles and Weight Aggregation

Fabian Morelli, Stephan Eckstein

Ensembles of neural networks typically outperform individual networks but incur large computational costs, whereas weight aggregation produces less costly, yet also less accurate,…