3 citations · 15 across the 27 of their papers we have counts for
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stat.ME2022★ 2 cited
An Efficient and Continuous Voronoi Density Estimator
Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava +2
We introduce a non-parametric density estimator deemed Radial Voronoi Density Estimator (RVDE). RVDE is grounded in the geometry of Voronoi tessellations and as such benefits from…
stat.ME2022★ 2 cited
Voronoi Density Estimator for High-Dimensional Data: Computation, Compactification and Convergence
Vladislav Polianskii, Giovanni Luca Marchetti, Alexander Kravberg +3
The Voronoi Density Estimator (VDE) is an established density estimation technique that adapts to the local geometry of data. However, its applicability has been so far limited to…