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09/02/2021
Big data, big problems: Responding to "Are we there yet?"
Bradley et al. (arXiv:2106.05818v2), as part of an analysis of the perfo...
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07/19/2019
Reluctant Interaction Modeling
Including pairwise interactions between the predictors of a regression m...
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05/26/2016
Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers
We consider the problem of estimating a function defined over n location...
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12/08/2015
Selective Sequential Model Selection
Many model selection algorithms produce a path of fits specifying a sequ...
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05/13/2014