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R. Kunsch

12 papers hereh-index 696 citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author4
  • first author6
  • middle author2

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • math.NA11
  • math.PR1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedHigh-Dimensional Function Approximation: Breaking the Curse with Monte Carlo Methods

8 citations · 15 across the 8 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

math.NA2018

Optimal confidence for Monte Carlo integration of smooth functions

Robert J. Kunsch, Daniel Rudolf

We study the complexity of approximating integrals of smooth functions at absolute precision ε>0 with confidence level 1−δ∈(0,1). The optimal error rate for mu…

math.NA2018★ 1 cited

Solvable Integration Problems and Optimal Sample Size Selection

Robert J. Kunsch, Erich Novak, Daniel Rudolf

We compute the integral of a function or the expectation of a random variable with minimal cost and use, for our new algorithm and for upper bounds of the complexity, i.i.d. sample…

math.NA2018

The Difficulty of Monte Carlo Approximation of Multivariate Monotone Functions

Robert J. Kunsch

We study the L1​-approximation of d-variate monotone functions based on information from n function evaluations. It is known that this problem suffers from the curse of dimen…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.