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20162025
most citedGuaranteed bounds on the Kullback-Leibler divergence of univariate mixtures using piecewise log-sum-exp inequalities

55 citations · 102 across the 14 of their papers we have counts for

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cs.LG2021

On the Variance of the Fisher Information for Deep Learning

Alexander Soen, Ke Sun

In the realm of deep learning, the Fisher information matrix (FIM) gives novel insights and useful tools to characterize the loss landscape, perform second-order optimization, and…