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2306.10816
Cited By
causalAssembly
\texttt{causalAssembly}
causalAssembly
: Generating Realistic Production Data for Benchmarking Causal Discovery
19 June 2023
Konstantin Göbler
Tobias Windisch
Mathias Drton
T. Pychynski
Steffen Sonntag
Martin Roth
CML
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Papers citing
"$\texttt{causalAssembly}$: Generating Realistic Production Data for Benchmarking Causal Discovery"
11 / 11 papers shown
Title
Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery
Rebecca Herman
Jonas Wahl
Urmi Ninad
Jakob Runge
47
0
0
21 Mar 2025
CausalMan: A physics-based simulator for large-scale causality
Nicholas Tagliapietra
J. Luettin
Lavdim Halilaj
Moritz Willig
Tim Pychynski
Kristian Kersting
CML
50
0
0
18 Feb 2025
A method to benchmark high-dimensional process drift detection
Edgar Wolf
Tobias Windisch
AI4TS
21
0
0
05 Sep 2024
Kernel-Based Differentiable Learning of Non-Parametric Directed Acyclic Graphical Models
Yurou Liang
Oleksandr Zadorozhnyi
Mathias Drton
CML
16
0
0
20 Aug 2024
Anwendung von Causal-Discovery-Algorithmen zur Root-Cause-Analyse in der Fahrzeugmontage
Lucas Possner
Lukas Bahr
L. Roehl
Christoph Wehner
Sophie Groeger
CML
30
1
0
23 Jul 2024
Counterfactual-based Root Cause Analysis for Dynamical Systems
Juliane Weilbach
S. Gerwinn
Karim Barsim
Martin Fränzle
37
1
0
12 Jun 2024
The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology
Juan L. Gamella
Jonas Peters
Peter Buhlmann
75
8
0
17 Apr 2024
The Structurally Complex with Additive Parent Causality (SCARY) Dataset
Jarry Chen
Haytham M. Fayek
CML
41
1
0
27 Apr 2023
Scalable Causal Discovery with Score Matching
Francesco Montagna
Nicoletta Noceti
Lorenzo Rosasco
Kun Zhang
Francesco Locatello
CML
42
25
0
06 Apr 2023
Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms
Felix L. Rios
G. Moffa
Jack Kuipers
CML
22
12
0
08 Jul 2021
Learning Sparse Nonparametric DAGs
Xun Zheng
Chen Dan
Bryon Aragam
Pradeep Ravikumar
Eric P. Xing
CML
101
257
0
29 Sep 2019
1