2 papers
math.ST2026
High-Dimensional Statistics: Reflections on Progress and Open Problems
Arian Maleki, Subhabrata Sen, Sivaraman Balakrishnan +9
Over the past two decades, the field of high-dimensional statistics has experienced substantial progress, driven largely by technological advances that have dramatically reduced th…
cs.DS2026
On Computing Total Variation Distance Between Mixtures of Product Distributions
Weiming Feng, Yucheng Fu, Minji Yang +1
We study the problem of approximating the total variation distance between two mixtures of product distributions over an -dimensional discrete domain. Given two mixtures $\mathb…