research
∙
12/31/2021
BARACK: Partially Supervised Group Robustness With Guarantees
While neural networks have shown remarkable success on classification ta...
share
research
∙
07/01/2021
Mandoline: Model Evaluation under Distribution Shift
Machine learning models are often deployed in different settings than th...
research
∙
04/11/2020
Ivy: Instrumental Variable Synthesis for Causal Inference
A popular way to estimate the causal effect of a variable x on y from ob...
research
∙
02/07/2018