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12/18/2018
Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling
One of the key challenges in predictive maintenance is to predict the im...
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10/05/2018
Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials
Randomized Controlled Trials (RCTs) are the gold standard for comparing ...
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02/23/2018
Learning Optimal Policies from Observational Data
Choosing optimal (or at least better) policies is an important problem i...
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12/23/2016
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features
This paper proposes a novel approach for constructing effective personal...
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02/11/2016
