Cecilia Sönströd

Szabadvary, J., Löfström, T., Johansson, U., Sönströd, C., Ahlberg, E., Carlsson, L. (2025). Classification with reject option: Distribution-free error guarantees via conformal prediction MACHINE LEARNING WITH APPLICATIONS, 20. More information

Löfström, T., Löfström, H., Johansson, U., Sönströd, C., Matela, R. (2025). Calibrated explanations for regression Machine Learning, 114(4). More information

Löfström, H., Löfström, T., Johansson, U., Sönströd, C. (2024). Calibrated explanations: With uncertainty information and counterfactuals Expert systems with applications, 246. More information

Löfström, H., Löfström, T., Johansson, U., Sönströd, C. (2023). Investigating the impact of calibration on the quality of explanations Annals of Mathematics and Artificial Intelligence. More information

Johansson, U., Sönströd, C., Löfström, T., Boström, H. (2022). Rule extraction with guarantees from regression models Pattern Recognition, 126. More information

Johansson, U., Maalej, A., Sönströd, C. (2025). Explaining Set-Valued Predictions: SHAP Analysis for Conformal Classification. 14th Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2025, 10 September 2025 - 12 September 2025, London. More information

Maalej, A., Sönströd, C., Johansson, U. (2025). Counterfactual Explanations for Conformal Prediction Sets. 14th Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2025,10 September 2025 - 12 September 2025, London. More information

Sönströd, C., Johansson, U. (2025). Rule Extraction with Reject Option. 9th International Conference, ICMLSC, 2025, Tokyo, Japan, January 24–26, 2025. More information

Johansson, U., Sönströd, C., Löfström, T., Boström, H. (2023). Confidence Classifiers with Guaranteed Accuracy or Precision. Twelfth Symposium on Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus. More information

Johansson, U., Löfström, T., Sönströd, C., Löfström, H. (2023). Conformal Prediction for Accuracy Guarantees in Classification with Reject Option. International Conference on Modeling Decisions for Artificial Intelligence Umeå, Sweden 19 June 2023. More information