A Meta Survey of Quality Evaluation Criteria in Explanation Methods. - Helena Löfström; Karl Hammar; Ulf Johansson (CAiSE Forum, 2022)

Conformal Prediction for Accuracy Guarantees in Classification with Reject Option. - Ulf Johansson; Tuwe Löfström; Cecilia Sönströd; Helena Löfström (MDAI, 2023)

Calibrated Explanations for Regression. - Tuwe Löfström; Helena Löfström; Ulf Johansson; Cecilia Sönströd (CoRR, 2023)

On the Definition of Appropriate Trust and the Tools that Come with it. - Helena Löfström (CoRR, 2023)

Trustworthy explanations: Improved decision support through well-calibrated uncertainty quantification - Helena Löfström (2023)

Testing Exchangeability between Real and Synthetic Data. - Helena Löfström; Lars Carlsson; Ernst Ahlberg (COPA, 2024)

Calibrated Explanations for Multi-class. - Tuwe Löfström; Helena Löfström; Ulf Johansson (COPA, 2024)

Conditional Calibrated Explanations: Finding a Path Between Bias and Uncertainty. - Helena Löfström; Tuwe Löfström (xAI (1), 2024)

Ensured: Explanations for Decreasing the Epistemic Uncertainty in Predictions. - Helena Löfström; Tuwe Löfström; Johan Hallberg Szabadváry (CoRR, 2024)

Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models. - Tuwe Löfström; Fatima Rabia Yapicioglu; Alessandra Stramiglio; Helena Löfström; Fabio Vitali (CoRR, 2024)

Calibrated explanations: With uncertainty information and counterfactuals. - Helena Löfström; Tuwe Löfström; Ulf Johansson; Cecilia Sönströd (Expert Syst. Appl., 2024)

Calibrated explanations for regression. - Tuwe Löfström; Helena Löfström; Ulf Johansson; Cecilia Sönströd; Rudy Matela (Mach. Learn., 2025)