499 citations · 1.1k across the 62 of their papers we have counts for
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stat.ML2020★ 1 cited
Iterative Averaging in the Quest for Best Test Error
Diego Granziol, Xingchen Wan, Samuel Albanie +1
We analyse and explain the increased generalisation performance of iterate averaging using a Gaussian process perturbation model between the true and batch risk surface on the high…
stat.ML2017★ 5 cited
Stopping GAN Violence: Generative Unadversarial Networks
Samuel Albanie, Sébastien Ehrhardt, João F. Henriques
While the costs of human violence have attracted a great deal of attention from the research community, the effects of the network-on-network (NoN) violence popularised by Generati…