31 citations · 138 across the 17 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ML2022★ 17 cited
Probable Domain Generalization via Quantile Risk Minimization
Cian Eastwood, Alexander Robey, Shashank Singh +4
Domain generalization (DG) seeks predictors which perform well on unseen test distributions by leveraging data drawn from multiple related training distributions or domains. To ach…
math.ST2022
Indirect Active Learning
Shashank Singh
Traditional models of active learning assume a learner can directly manipulate or query a covariate in order to study its relationship with a response . However, if is a…