Scholar
Niklas Penzel
Google Scholar ID: s9bfMqEAAAAJ
Friedrich-Schiller-Universität Jena
Explaining Decisions
Active Learning
Lifelong Learning
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Citations & Impact
All-time
Citations
43
H-index
3
i10-index
1
Publications
13
Co-authors
15
list available
Publications
6 items
On the Faithfulness of Post-Hoc Concept Bottleneck Models
2026
Cited
0
TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations
2026
Cited
0
Modeling COVID-19 Dynamics in German States Using Physics-Informed Neural Networks
2025
Cited
0
FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks
2025
Cited
0
CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series
2025
Cited
0
Towards Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients
2025
Cited
0
Co-authors
12 total
Joachim Denzler
Professor für Informatik, Friedrich-Schiller University Jena
Paul Bodesheim
Computer Vision Group, Friedrich Schiller University Jena, Germany
Jakob Runge
University of Potsdam
Tim Büchner
Computer Vision Group, Friedrich Schiller University Jena
Orlando Guntinas-Lichius
ENT Dept., Jena University Hospital, Germany
Gideon Stein
FSU Jena
Jan Blunk
Friedrich Schiller University Jena
Ribana Roscher
Research Center Jülich and University of Bonn
