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20142025
most citedFinite-Size Scaling of a First-Order Dynamical Phase Transition: Adaptive Population Dynamics and an Effective Model

84 citations

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math.ST2017★ 42 cited

Dimension-free PAC-Bayesian bounds for matrices, vectors, and linear least squares regression

Olivier Catoni, Ilaria Giulini

This paper is focused on dimension-free PAC-Bayesian bounds, under weak polynomial moment assumptions, allowing for heavy tailed sample distributions. It covers the estimation of t…