Stefan Blücher

Orcid: 0000-0002-6330-7996

According to our database1, Stefan Blücher authored at least 8 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
Towards scalable and transparent ML algorithms: with applications in explainable AI and quantum chemistry.
PhD thesis, 2025

2024
Decoupling Pixel Flipping and Occlusion Strategy for Consistent XAI Benchmarks.
Trans. Mach. Learn. Res., 2024

2023
Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees.
Trans. Mach. Learn. Res., 2023

2022
Reconstructing Kernel-based Machine Learning Force Fields with Super-linear Convergence.
CoRR, 2022

Sparse Subspace Clustering for Concept Discovery (SSCCD).
CoRR, 2022

PredDiff: Explanations and interactions from conditional expectations.
Artif. Intell., 2022

2021
PredDiff: Explanations and Interactions from Conditional Expectations.
CoRR, 2021

2020
Towards Novel Insights in Lattice Field Theory with Explainable Machine Learning.
CoRR, 2020


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