Geometric Information Decomposition for Weighted Empirical Measures on the Sphere

Kisung You, Boram Cho

Weighted observations on the unit sphere arise in importance sampling, quadrature, and attention-weighted embeddings. Directional uncertainty is often summarized through a von Mise…