MotherNets: Rapid Deep Ensemble Learning

no code implementations • 12 Sep 2018 • Abdul Wasay, Brian Hentschel, Yuze Liao, Sanyuan Chen, Stratos Idreos

We propose MotherNets to enable higher accuracy and practical training cost for large and diverse neural network ensembles: A MotherNet captures the structural similarity across some or all members of a deep neural network ensemble which allows us to share data movement and computation costs across these networks.

Clustering Clustering Ensemble +2