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cs.LG2023
FAM: Relative Flatness Aware Minimization
Linara Adilova, Amr Abourayya, Jianning Li +5
Flatness of the loss curve around a model at hand has been shown to empirically correlate with its generalization ability. Optimizing for flatness has been proposed as early as 199…
cs.IT2023★ 1 cited
Information Plane Analysis for Dropout Neural Networks
Linara Adilova, Bernhard C. Geiger, Asja Fischer
The information-theoretic framework promises to explain the predictive power of neural networks. In particular, the information plane analysis, which measures mutual information (M…