An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications

Erfan Mirzaei, Andreas Maurer, Vladimir R. Kostic +1

Learning from non-independent and non-identically distributed data poses a persistent challenge in statistical learning. In this study, we introduce data-dependent Bernstein inequa…