Author

Kai Tan

h-index 4 View on Semantic Scholar

We have 1 of 11 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Generalization Error Estimation for Primal--Dual Algorithms in Non-Smooth Regression

A general recursive framework that includes the Chambolle--Pock algorithm and related primal--dual splitting methods is developed, which proves finite-sample guarantees for both estimators and establishes a matched-Gaussian universality result beyond Gaussian designs.

Kai Tan, Pierre C. Bellec · 0 citations