New empirical Bernstein inequalities for beta-mixing Hilbert-space-valued processes yield data-dependent covariance and operator-learning risk bounds.
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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.