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cs.LG2022
Rényi Divergence Deep Mutual Learning
Weipeng Huang, Junjie Tao, Changbo Deng +4
This paper revisits Deep Mutual Learning (DML), a simple yet effective computing paradigm. We propose using Rényi divergence instead of the KL divergence, which is more flexible an…
physics.ao-ph2022
A Spatiotemporal-Aware Climate Model Ensembling Method for Improving Precipitation Predictability
Ming Fan, Dan Lu, Deeksha Rastogi +1
Multimodel ensembling has been widely used to improve climate model predictions, and the improvement strongly depends on the ensembling scheme. In this work, we propose a Bayesian…