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02/08/2023
Tight Concentration Inequality for Sub-Weibull Random Variables with Generalized Bernstien Orlicz norm
Recent development in high-dimensional statistical inference has necessi...
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07/19/2020
Berry-Esseen Bounds for Projection Parameters and Partial Correlations with Increasing Dimension
The linear regression model can be used even when the true regression fu...
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05/13/2020
Exchangeability, Conformal Prediction, and Rank Tests
Conformal prediction has been a very popular method of distribution-free...
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04/08/2018
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression
Concentration inequalities form an essential toolkit in the study of hig...
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02/15/2018
