New empirical Bernstein inequalities for beta-mixing Hilbert-space-valued processes yield data-dependent covariance and operator-learning risk bounds.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications
New empirical Bernstein inequalities for beta-mixing Hilbert-space-valued processes yield data-dependent covariance and operator-learning risk bounds.