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20242026
most citedSimultaneous analysis of approximate leave-one-out cross-validation and mean-field inference

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stat.ML2024

Uncertainty quantification for iterative algorithms in linear models with application to early stopping

Pierre C. Bellec, Kai Tan

This paper investigates the iterates $\hbb^1,\dots,\hbb^T$ obtained from iterative algorithms in high-dimensional linear regression problems, in the regime where the feature dimens…