Maximum Tsallis Entropy Distributions for Robust and Efficient Sparse Learning from Correlated Data

Kai Yang, Masoud Asgharian, Celia M. T. Greenwood

This paper addresses the limitations of Gaussian distribution assumptions in statistical sparse learning, particularly in modeling correlated and heterogeneous data. Conventional G…