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College Colloquium --Dimension-Free Convergence Rate for Empirical Measures of Markov Processes

发布日期:2026-06-02点击数:

报告人:王凤雨 教授(天津大学)

时间:2026年06月16日 09:00-

地点:理科楼LA103


摘要:To derive dimension-free convergence rates of empirical measures for Markov processes on a Banach space, we use the sliced Wasserstein distance (SW distance) induced by a probability measure with full support on the unit ball of the dual space. This distance is topologically stronger than the convergence in finite-dimensional distributions, and is equivalent to the Wasserstein distance in the finite-dimensional case.  Under this distance, we present dimension-free convergence rates  for the empirical measures of ergodic Markov processes, which can be sharp as illustrated by concrete examples.


邀请人:周国立


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重庆大学数学与统计学院的前身是始建于1929年的重庆大学理学院和1937年建立的重庆大学商学院,理学院是重庆大学最早设立的三个学院之一,首任院长为数学家何鲁先生。