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20182025
most citedLimitations of the Empirical Fisher Approximation for Natural Gradient Descent

38 citations · 73 across the 9 of their papers we have counts for

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stat.ML2021

Convergence Rates for the MAP of an Exponential Family and Stochastic Mirror Descent -- an Open Problem

Rémi Le Priol, Frederik Kunstner, Damien Scieur +1

We consider the problem of upper bounding the expected log-likelihood sub-optimality of the maximum likelihood estimate (MLE), or a conjugate maximum a posteriori (MAP) for an expo…