33 citations · 42 across the 13 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022★ 1 cited
Confident Sinkhorn Allocation for Pseudo-Labeling
Vu Nguyen, Hisham Husain, Sachin Farfade +1
Semi-supervised learning is a critical tool in reducing machine learning's dependence on labeled data. It has been successfully applied to structured data, such as images and natur…
cs.LG2022★ 1 cited
Distributionally Robust Bayesian Optimization with -divergences
Hisham Husain, Vu Nguyen, Anton van den Hengel
The study of robustness has received much attention due to its inevitability in data-driven settings where many systems face uncertainty. One such example of concern is Bayesian Op…