Helena Löfström

16 papers B 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Concerning Uncertainty - A Systematic Survey of Uncertainty-Aware XAI.
CoRR
Helena Löfström, Tuwe Löfström, Anders Hjort, Fatima Rabia Yapicioglu
2025 J jnl
Calibrated explanations for regression.
Mach. Learn.
Tuwe Löfström, Helena Löfström, Ulf Johansson, Cecilia Sönströd, Rudy Matela
2025 — conf
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models.
xAI (5)
Tuwe Löfström, Fatima Rabia Yapicioglu, Alessandra Stramiglio, Helena Löfström, Fabio Vitali
2024 — conf
Calibrated Explanations for Multi-class.
COPA
Tuwe Löfström, Helena Löfström, Ulf Johansson
2024 J jnl
Calibrated explanations: With uncertainty information and counterfactuals.
Expert Syst. Appl.
Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd
2024 — conf
Conditional Calibrated Explanations: Finding a Path Between Bias and Uncertainty.
xAI (1)
Helena Löfström, Tuwe Löfström
2024 J jnl
Ensured: Explanations for Decreasing the Epistemic Uncertainty in Predictions.
CoRR
Helena Löfström, Tuwe Löfström, Johan Hallberg Szabadváry
2024 J jnl
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models.
CoRR
Tuwe Löfström, Fatima Rabia Yapicioglu, Alessandra Stramiglio, Helena Löfström, Fabio Vitali
2024 — conf
Testing Exchangeability between Real and Synthetic Data.
COPA
Helena Löfström, Lars Carlsson, Ernst Ahlberg
2023 J jnl
Calibrated Explanations for Regression.
CoRR
Tuwe Löfström, Helena Löfström, Ulf Johansson, Cecilia Sönströd
2023 J jnl
Calibrated Explanations: with Uncertainty Information and Counterfactuals.
CoRR
Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd
2023 B conf
Conformal Prediction for Accuracy Guarantees in Classification with Reject Option.
MDAI
Ulf Johansson, Tuwe Löfström, Cecilia Sönströd, Helena Löfström
2023 J jnl
On the Definition of Appropriate Trust and the Tools that Come with it.
CoRR
Helena Löfström
2023 — —
Trustworthy explanations: Improved decision support through well-calibrated uncertainty quantification
Helena Löfström
2022 — conf
A Meta Survey of Quality Evaluation Criteria in Explanation Methods.
CAiSE Forum
Helena Löfström, Karl Hammar, Ulf Johansson
2022 J jnl
A Meta Survey of Quality Evaluation Criteria in Explanation Methods.
CoRR
Helena Löfström, Karl Hammar, Ulf Johansson