Upcoming Events
Biology Seminar Speaker Series: Dr. Julian Resasco
Conference/Seminar
Dr. Julian Resasco from UC Boulder will present "Biodiversity Under Environmental Change in Large-Scale and Long-Term Studies" virtually on Zoom. Join the seminar: https://usu-edu.zoom.us/j/85046391849?pwd=MDJ5eWJ0ME1qUDQxK01KS2JUbWwrdz09
Convergence of Smoothed Empirical Measures, with ML Applications by Dr. Kristjan Greenewald
Conference/Seminar
Abstract: Statistical distances, such as the KL divergence and Wasserstein distances, are powerful tools for measuring differences between probability distributions. Unfortunately, the sample complexity of estimating these distances often scales prohibitively poorly with increasing dimension. In this work, we study the convergence of the empirical measure smoothed by a Gaussian kernel to the true measure convolved with a Gaussian, as measured by various statistical distances.
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