Sjoerd Dirksen

activity

20092025

most citedStatistical post-processing of wind speed forecasts using convolutional neural networks

62 citations · 184 across the 27 of their papers we have counts for

collaborators

Showing 2013Show all

3 papers · 1 filter

cs.DS2013★ 6 cited

Toward a unified theory of sparse dimensionality reduction in Euclidean space

Jean Bourgain, Sjoerd Dirksen, Jelani Nelson

Let $Φ \in R^{m \times n}$ be a sparse Johnson-Lindenstrauss transform [KN14] with $s$ non-zeroes per column. For a subset $T$ of the unit sphere, $ε \in (0, 1/2)$ giv…

math.PR2013★ 13 cited

Tail bounds via generic chaining

Sjoerd Dirksen

We modify Talagrand's generic chaining method to obtain upper bounds for all p-th moments of the supremum of a stochastic process. These bounds lead to an estimate for the upper ta…

math.PR2013

Poisson stochastic integration in Banach spaces

Sjoerd Dirksen, Jan Maas, Jan van Neerven

We prove new upper and lower bounds for Banach space-valued stochastic integrals with respect to a compensated Poisson random measure. Our estimates apply to Banach spaces with non…