Learning Robust Kernel Ensembles with Kernel Average Pooling

Pouya Bashivan, Adam Ibrahim, Amirozhan Dehghani +1

Model ensembles have long been used in machine learning to reduce the variance in individual model predictions, making them more robust to input perturbations. Pseudo-ensemble meth…