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07/13/2022
Linear regression with unmatched data: a deconvolution perspective
Consider the regression problem where the response Y∈ℝ and the covariate...
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11/29/2021
A Fast Non-parametric Approach for Causal Structure Learning in Polytrees
We study the problem of causal structure learning with no assumptions on...
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10/27/2019
A simple measure of conditional dependence
We propose a coefficient of conditional dependence between two random va...
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09/12/2019
Optimal choice of k for k-nearest neighbor regression
The k-nearest neighbor algorithm (k-NN) is a widely used non-parametric ...
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01/28/2018