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07/22/2021
Estimating survival parameters under conditionally independent left truncation
EHR-derived databases are commonly subject to left truncation, a type of...
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06/13/2019
Selective prediction-set models with coverage guarantees
Though black-box predictors are state-of-the-art for many complex tasks,...
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06/09/2019
Balanced Off-Policy Evaluation in General Action Spaces
In many practical applications of contextual bandits, online learning is...
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06/09/2019
Balanced Off-Policy Evaluation General Action Spaces
In many practical applications of contextual bandits, online learning is...
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06/16/2018
The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks
We consider the task of estimating a high-dimensional directed acyclic g...
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12/18/2017