6 citations · 6 across the 2 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2015★ 6 cited
Sparse Robust Classification via the Kernel Mean
Brendan van Rooyen, Aditya Krishna Menon, Robert C. Williamson
Many leading classification algorithms output a classifier that is a weighted average of kernel evaluations. Optimizing these weights is a nontrivial problem that still attracts mu…
stat.ML2014
Le Cam meets LeCun: Deficiency and Generic Feature Learning
Brendan van Rooyen, Robert C. Williamson
"Deep Learning" methods attempt to learn generic features in an unsupervised fashion from a large unlabelled data set. These generic features should perform as well as the best han…