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07/01/2017
Some methods for heterogeneous treatment effect estimation in high-dimensions
When devising a course of treatment for a patient, doctors often have li...
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05/22/2017
Batch Size Matters: A Diffusion Approximation Framework on Nonconvex Stochastic Gradient Descent
In this paper, we study the stochastic gradient descent method in analyz...
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06/17/2015
Communication-Efficient False Discovery Rate Control via Knockoff Aggregation
The false discovery rate (FDR)---the expected fraction of spurious disco...
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11/22/2012