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20232025
most citedMultinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions

1 citations · 1 across the 3 of their papers we have counts for

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math.ST2024

Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression

Kai Tan, Pierre C. Bellec

This paper studies the generalization performance of iterates obtained by Gradient Descent (GD), Stochastic Gradient Descent (SGD) and their proximal variants in high-dimensional r…

math.ST2023★ 1 cited

Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions

Kai Tan, Pierre C. Bellec

This paper investigates the asymptotic distribution of the maximum-likelihood estimate (MLE) in multinomial logistic models in the high-dimensional regime where dimension and sampl…