J. Vybíral

activity

20102023

most citedBig Data of Materials Science - Critical Role of the Descriptor

938 citations · 1.2k across the 21 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

math.NA2018★ 4 cited

The minimal $k$ -dispersion of point sets in high-dimensions

Aicke Hinrichs, Joscha Prochno, Mario Ullrich +1

In this manuscript we introduce and study an extended version of the minimal dispersion of point sets, which has recently attracted considerable attention. Given a set $\mathscr P_…

math.NA2018

Learning general sparse additive models from point queries in high dimensions

Hemant Tyagi, Jan Vybiral

We consider the problem of learning a $d$ -variate function $f$ defined on the cube $[- 1, 1]^{d} \subset R^{d}$ , where the algorithm is assumed to have black box access to sampl…

The minimal k-dispersion of point sets in high-dimensions

Learning general sparse additive models from point queries in high dimensions

The minimal $k$ -dispersion of point sets in high-dimensions