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02/21/2022
Inferring Lexicographically-Ordered Rewards from Preferences
Modeling the preferences of agents over a set of alternatives is a princ...
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06/05/2021
Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression
Modeling a system's temporal behaviour in reaction to external stimuli i...
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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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06/27/2018
Piecewise Approximations of Black Box Models for Model Interpretation
Machine Learning models have proved extremely successful for a wide vari...
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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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06/05/2017
ToPs: Ensemble Learning with Trees of Predictors
We present a new approach to ensemble learning. Our approach constructs ...
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12/23/2016