Teodor Chiaburu

According to our database, Teodor Chiaburu authored at least 14 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

No Single Metric Tells the Whole Story: A Multi-Dimensional Evaluation Framework for Uncertainty Attributions.

Emily Schiller, Teodor Chiaburu, Marco Zullich, Luca Longo

CoRR, March, 2026

Uncertainty in Explainable Artificial Intelligence.

Teodor Chiaburu

PhD thesis, 2026

2025

Uncertainty-Guided Expert-AI Collaboration for Efficient Soil Horizon Annotation.

Teodor Chiaburu, Vipin Singh, Frank Haußer, Felix Bießmann

CoRR, September, 2025

SoilNet: A Multimodal Multitask Model for Hierarchical Classification of Soil Horizons.

Teodor Chiaburu, Vipin Singh, Frank Haußer, Felix Bießmann

CoRR, August, 2025

Evaluating Time Series Models for Urban Wastewater Management: Predictive Performance, Model Complexity and Resilience.

Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann

CoRR, April, 2025

Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators.

Teodor Chiaburu, Felix Bießmann, Frank Haußer

Proceedings of the Explainable Artificial Intelligence, 2025

2024

Uncertainty in XAI: Human Perception and Modeling Approaches.

Teodor Chiaburu, Frank Haußer, Felix Bießmann

Mach. Learn. Knowl. Extr., June, 2024

Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty.

Teodor Chiaburu, Frank Haußer, Felix Bießmann

CoRR, 2024

Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta).

Martin Tschaikner, Danja Brandt, Henning Schmidt, Felix Bießmann, Teodor Chiaburu, Ilona Schrimpf, Thomas Schrimpf, Alexandra Stadel, Frank Haußer, Ingeborg E. Beckers

CoRR, 2024

Interpretable Time Series Models for Wastewater Modeling in Combined Sewer Overflows.

Teodor Chiaburu, Felix Biessmann

CoRR, 2024

CoProNN: Concept-Based Prototypical Nearest Neighbors for Explaining Vision Models.

Teodor Chiaburu, Frank Haußer, Felix Bießmann

Proceedings of the Explainable Artificial Intelligence, 2024

Data-driven Modeling of Combined Sewer Systems for Urban Sustainability: An Empirical Evaluation.

Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann

Proceedings of the 2nd Workshop on Public Interest AI (PI-AI 2024) co-located with the German Conference on AI (KI 2024), 2024

2023

Low Cost Machine Vision for Insect Classification.

Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer

Proceedings of the Intelligent Systems and Applications, 2023

2022

Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations.

Teodor Chiaburu, Felix Biessmann, Frank Haußer

CoRR, 2022