35 citations · 95 across the 5 of their papers we have counts for
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cs.LG2020★ 35 cited
LieTransformer: Equivariant self-attention for Lie Groups
Michael Hutchinson, Charline Le Lan, Sheheryar Zaidi +3
Group equivariant neural networks are used as building blocks of group invariant neural networks, which have been shown to improve generalisation performance and data efficiency th…
cs.LG2020★ 18 cited
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
Sheheryar Zaidi, Arber Zela, Thomas Elsken +3
Ensembles of neural networks achieve superior performance compared to stand-alone networks in terms of accuracy, uncertainty calibration and robustness to dataset shift. \emph{Deep…