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Christoph Molnar

Oldham Council (per OpenAlex) · ORCID · OpenAlex

5 papers in scope · 5 published · 1 on the econ.EM arXiv · 904 citations · h-index 5 (over the papers listed here)

Related authors

The 5 authors closest to this one in our weighted citation graph, most related first.

  1. Bernd Bischl
  2. Christian A. Scholbeck
  3. Giuseppe Casalicchio
  4. Christian Heumann
  5. Holger Löwe

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(1 of 5)

Scientific Inference with Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena
published2024 · Minds and Machines · 20 citations · first circulated 2022
with Timo Freiesleben, Gunnar König, Álvaro Tejero-Cantero
Minds and Machines
Marginal effects for non-linear prediction functions
published2024 · Data Mining and Knowledge Discovery · 8 citations · first circulated 2022
with Christian A. Scholbeck, Giuseppe Casalicchio, Bernd Bischl, Christian Heumann
Paper profile Data Mining and Knowledge Discovery arXiv:2201.08837
Model-agnostic feature importance and effects with dependent features: a conditional subgroup approach
published2023 · Data Mining and Knowledge Discovery · 109 citations · first circulated 2020
with Gunnar König, Bernd Bischl, Giuseppe Casalicchio
Data Mining and Knowledge Discovery
iml: An R package for Interpretable Machine Learning
published2018 · The Journal of Open Source Software · 728 citations
The Journal of Open Source Software
Estimation of voter transitions based on ecological inference: an empirical assessment of different approaches
published2015 · AStA Advances in Statistical Analysis · 39 citations
with André Klima, Paul W. Thurner, Thomas Schlesinger, Helmut Küchenhoff
AStA Advances in Statistical Analysis

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.