Thanh Nguyen-Cung

collaborators

2 papers

stat.ML2026

Logarithmic-Free Moment and Generalization Bounds for Uniformly Stable Algorithms

Thanh Nguyen-Cung, Binh T. Nguyen

Uniform stability is a classical tool for controlling the generalization error of a learning algorithm. Bousquet, Klochkov, and Zhivotovskiy (2020) showed that the problem can be r…

math.FA2026

Inertia-Sensitive Kreiss Bounds for $J$ -Selfadjoint Matrices

Thanh Nguyen-Cung, Binh T. Nguyen

Let $A \in C^{n \times n}$ have spectrum in the closed unit disk. Its maximal power growth $Power (A) := sup_{k \geq 0} ∥ A^{k} ∥$ measures transient…

Logarithmic-Free Moment and Generalization Bounds for Uniformly Stable Algorithms

Inertia-Sensitive Kreiss Bounds for J-Selfadjoint Matrices

Inertia-Sensitive Kreiss Bounds for $J$ -Selfadjoint Matrices