Statistical Learning
Regression with reject option and application to k NN
We investigate the problem of regression where one is allowed to abstain from predicting.
OrganITE: Optimal transplant donor organ offering using an individual treatment effect
Transplant-organs are a scarce medical resource.
Asymptotically Best Causal Effect Identification with Multi-Armed Bandits
This paper considers the problem of selecting a formula for identifying a causal quantity of interest among a set of available formulas.
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
This work proposes MaskTune, a masking strategy that prevents over-reliance on spurious (or a limited number of) features.
