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12/24/2022
Boosting Out-of-Distribution Detection with Multiple Pre-trained Models
Out-of-Distribution (OOD) detection, i.e., identifying whether an input ...
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05/18/2022
Testing the parametric form of the conditional variance in regressions based on distance covariance
In this paper, we propose a new test for checking the parametric form of...
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01/29/2022
Weighted residual empirical processes, martingale transformations and model checking for regressions
In this paper we propose a new methodology for testing the parametric fo...
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05/20/2019
Integrated conditional moment test and beyond: when the number of covariates is divergent
The classic integrated conditional moment test is a promising method for...
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08/08/2018