22 citations · 33 across the 5 of their papers we have counts for
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stat.ML2025
On Experiments
Brendan van Rooyen
The scientific process is a means to turn the results of experiments into knowledge about the world in which we live. Much research effort has been directed toward automating this…
stat.ML2015★ 9 cited
Learning in the Presence of Corruption
Brendan van Rooyen, Robert C. Williamson
In supervised learning one wishes to identify a pattern present in a joint distribution , of instances, label pairs, by providing a function from instances to labels that ha…
stat.ML2015★ 2 cited
A Theory of Feature Learning
Brendan van Rooyen, Robert C. Williamson
Feature Learning aims to extract relevant information contained in data sets in an automated fashion. It is driving force behind the current deep learning trend, a set of methods t…