16 citations · 21 across the 6 of their papers we have counts for
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cs.LG2022
PFGE: Parsimonious Fast Geometric Ensembling of DNNs
Hao Guo, Jiyong Jin, Bin Liu
Ensemble methods are commonly used to enhance the generalization performance of machine learning models. However, they present a challenge in deep learning systems due to the high…
cs.LG2022★ 1 cited
Stochastic Weight Averaging Revisited
Hao Guo, Jiyong Jin, Bin Liu
Averaging neural network weights sampled by a backbone stochastic gradient descent (SGD) is a simple yet effective approach to assist the backbone SGD in finding better optima, in…