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Hamed Nilforoshan

2 accepted papers

2023

Zero-shot causal learning

NeurIPS 2023spotlight

Predicting how different interventions will causally affect a specific individual is important in a variety of domains such as personalized medicine, public policy, and online marketing. There are a large number of methods to predict the effect of an existing intervention based on historical data fr…

2022

Causal Conceptions of Fairness and their Consequences

ICML 2022oral

Recent work highlights the role of causality in designing equitable decision-making algorithms. It is not immediately clear, however, how existing causal conceptions of fairness relate to one another, or what the consequences are of using these definitions as design principles. Here, we first assemb…

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