Tuwe Löfström
Scholar

Tuwe Löfström

Google Scholar ID: CaIWLJIAAAAJ
Department of Computing, Jönköping School of Engineering, Jönköping University
Machine LearningEnsemble LearningConformal PredictionUncertainty QuantificationeXplainable AI
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Citations & Impact
All-time
Citations
964
 
H-index
16
 
i10-index
23
 
Publications
20
 
Co-authors
0
 
Contact
Emailtuwe.lofstrom@ju.se
Publications
2 items
Concerning Uncertainty -- A Systematic Survey of Uncertainty-Aware XAI
2026
Cited
0
Classification with Reject Option: Distribution-free Error Guarantees via Conformal Prediction
2025
Cited
0
Resume
Academic Achievements
  • Löfström, T. et al. (2026). Beyond conformal predictors: Adaptive Conformal Inference with confidence predictors. Pattern Recognition, 170.
  • Szabadvary, J., Löfström, T. et al. (2025). Classification with reject option: Distribution-free error guarantees via conformal prediction. Machine Learning with Applications, 20.
  • Löfström, T. et al. (2025). Calibrated explanations for regression. Machine Learning, 114(4).
  • Löfström, H., Löfström, T. et al. (2024). Calibrated explanations: With uncertainty information and counterfactuals. Expert Systems with Applications, 246.
  • Pettersson, T., Riveiro, M., Löfström, T. (2024). Multimodal fine-grained grocery product recognition using image and OCR text. Machine Vision and Applications, 35(4).