50 citations · 90 across the 22 of their papers we have counts for
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stat.ML2021★ 7 cited
The Bayesian Learning Rule
Mohammad Emtiyaz Khan, Håvard Rue
We show that many machine-learning algorithms are specific instances of a single algorithm called the \emph{Bayesian learning rule}. The rule, derived from Bayesian principles, yie…
math.NA2021★ 11 cited
Smart Gradient -- An Adaptive Technique for Improving Gradient Estimation
Esmail Abdul Fattah, Janet Van Niekerk, Haavard Rue
Computing the gradient of a function provides fundamental information about its behavior. This information is essential for several applications and algorithms across various field…