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Causal Bias Quantification for Continuous Treatments
We extend the definition of the marginal causal effect to the continuous treatment setting and develop a novel characterization of causal bias in the framework of structural causal models.
Throttling Poisson Processes
We study a setting in which Poisson processes generate sequences of decision-making events.
Nash Equilibria of Static Prediction Games
The standard assumption of identically distributed training and test data can be violated when an adversary can exercise some control over the generation of the test data.
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