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08/24/2021
Predicting Census Survey Response Rates via Interpretable Nonparametric Additive Models with Structured Interactions
Accurate and interpretable prediction of survey response rates is import...
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04/14/2021
Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives
We present a new algorithmic framework for grouped variable selection th...
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10/29/2019
Irrational Exuberance: Correcting Bias in Probability Estimates
We consider the common setting where one observes probability estimates ...
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08/10/2017
Subset Selection with Shrinkage: Sparse Linear Modeling when the SNR is low
We study the behavior of a fundamental tool in sparse statistical modeli...
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08/08/2015