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Dominik Kirchhoff

3 papers hereh-index 487 citations8 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162020
most citedOpenML: An R Package to Connect to the Machine Learning Platform OpenML

43 citations · 45 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ML2020

Gaussian Process Models with Low-Rank Correlation Matrices for Both Continuous and Categorical Inputs

Dominik Kirchhoff, Sonja Kuhnt

We introduce a method that uses low-rank approximations of cross-correlation matrices in mixed continuous and categorical Gaussian Process models. This new method -- called Low-Ran…

stat.ML2017★ 43 cited

OpenML: An R Package to Connect to the Machine Learning Platform OpenML

Giuseppe Casalicchio, Jakob Bossek, Michel Lang +6

OpenML is an online machine learning platform where researchers can easily share data, machine learning tasks and experiments as well as organize them online to work and collaborat…

cs.LG2016★ 2 cited

mlr Tutorial

Julia Schiffner, Bernd Bischl, Michel Lang +9

This document provides and in-depth introduction to the mlr framework for machine learning experiments in R.

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