2 BayesianCoresets Inthiswork,thegoalistoapproximate expectations under adensityπ(θ), θ Θexpressed asthe productofN potentials(f(xn,θ))Nn=1 andabasedensityπ0(θ): π(θ): = 1 Z exp

Feb-9-2026, 18:41:12 GMT–Neural Information Processing Systems 

Large-scale data--which has become the norm in many scientific and commercial applications of statistical machine learning--creates an inherently difficult setting for the modern data analyst.