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Giuseppe Casalicchio

Ludwig-Maximilians-Universität München (per OpenAlex) · ORCID · OpenAlex

11 papers in scope · 11 published · 2 on the econ.EM arXiv · 774 citations · h-index 8 (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. Christian Heumann
  4. Christoph Molnar
  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

(2 of 11)

fmeffects: An R Package for Forward Marginal Effects
published2025 · The R Journal · first circulated 2023
with Holger Löwe, Christian A. Scholbeck, Christian Heumann, Bernd Bischl
Paper profile The R Journal arXiv:2310.02008
Marginal effects for non-linear prediction functions
published2024 · Data Mining and Knowledge Discovery · 8 citations · first circulated 2022
with Christian A. Scholbeck, Christoph Molnar, 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 Christoph Molnar, Gunnar König, Bernd Bischl
Data Mining and Knowledge Discovery
Grouped feature importance and combined features effect plot
published2022 · Data Mining and Knowledge Discovery · 65 citations · first circulated 2021
with Quay Au, Julia Herbinger, Clemens Stachl, Bernd Bischl
Data Mining and Knowledge Discovery
Over‐optimism in benchmark studies and the multiplicity of design and analysis options when interpreting their results
published2021 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 38 citations
with Christina Nießl, Moritz Herrmann, Chiara Wiedemann, Anne-Laure Boulesteix
Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
Towards Explaining Hyperparameter Optimization via Partial Dependence Plots
published2021 · International Conference on Machine Learning · 10 citations
with Julia Moosbauer, Julia Herbinger, Marius Lindauer, Bernd Bischl
International Conference on Machine Learning
mlr3: A modern object-oriented machine learning framework in R
published2019 · The Journal of Open Source Software · 471 citations
with Michel Lang, Martin Binder, Jakob Richter, Patrick Schratz, Florian Pfisterer, Stefan Coors, Quay Au, Lars Kotthoff, Bernd Bischl
The Journal of Open Source Software
OpenML: An R package to connect to the machine learning platform OpenML
published2017 · Computational Statistics · 43 citations
with Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl
Computational Statistics
Multilabel Classification with R Package mlr
published2017 · The R Journal · 17 citations
with Philipp Probst, Quay Au, Clemens Stachl, Bernd Bischl
The R Journal
The Residual-Based Predictiveness Curve: A Visual Tool to Assess the Performance of Prediction Models
published2015 · Biometrics · 6 citations
with Bernd Bischl, Anne-Laure Boulesteix, Matthias Schmid
Biometrics
Subject-specific Bradley–Terry–Luce models with implicit variable selection
published2015 · Statistical Modelling · 7 citations
with Gerhard Tutz, Gunther Schauberger
Statistical Modelling

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.