Search Results for author: Aigerim Zhuman

Found 2 papers, 0 papers with code

Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates

no code implementations2 Feb 2024 Rémi Leluc, Aymeric Dieuleveut, François Portier, Johan Segers, Aigerim Zhuman

Spherical harmonics are polynomials on the sphere that form an orthonormal basis of the set of square-integrable functions on the sphere.

A Quadrature Rule combining Control Variates and Adaptive Importance Sampling

no code implementations24 May 2022 Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman

Within the standard adaptive importance sampling framework, a simple weighted least squares approach is proposed to improve the procedure with control variates.

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