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20142020
most citedOptimal quasi-Monte Carlo rules on order 2 digital nets for the numerical integration of multivariate periodic functions

25 citations · 25 across the 5 of their papers we have counts for

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Showing 2018Show all

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cs.LG2018

Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids

Bastian Bohn, Michael Griebel, Jens Oettershagen

For low-dimensional data sets with a large amount of data points, standard kernel methods are usually not feasible for regression anymore. Besides simple linear models or involved…

math.NA2018

Numerical performance of optimized Frolov lattices in tensor product reproducing kernel Sobolev spaces

Christopher Kacwin, Jens Oettershagen, Mario Ullrich +1

In this paper, we deal with several aspects of the universal Frolov cubature method, that is known to achieve optimal asymptotic convergence rates in a broad range of function spac…