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Generalized Cauchy–Schwarz divergence: Efficient estimation and applications in deep learning Neurocomputing, vol. 652, (ISSN 0925-2312 1872-8286 ), doi: https://doi.org/10.1016/j.neucom.2025.130904 , 2025. Scientific article
A Practical and Efficient Approach for Bayesian Seismic AVO Inversion: Insights from the Alvheim Field Geophysical Prospecting, vol. 73, (ISSN 0016-8025 1365-2478 ), doi: https://doi.org/10.1111/1365-2478.70108 , 2025. Scientific article
Learning Through Gameplay About the Dangers of Sharing Data and Intention to Protect Personal Data Lecture Notes in Networks and Systems, vol. 1578, pp. 213 226 , (ISSN 2367-3370 2367-3389 ), doi: https://doi.org/https://link.springer.com/chapter/10.1007/978-3-032-00701-8_18 , 2025. Scientific article
CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density International Conference on Learning Representations (ICLR), (ISSN 0277-5778 ), doi: https://doi.org/https://openreview.net/forum?id=0Sex2H5Jnn , 2026. Scientific article
SuperCM: Improving semi-supervised learning and domain adaptation through differentiable clustering Pattern Recognition, vol. 171, pp. 112117 112117 , (ISSN 0031-3203 1873-5142 ), doi: https://doi.org/10.1016/j.patcog.2025.112117 , 2025. Scientific article
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval Association for Computational Linguistics (ACL). Annual Meeting Conference Proceedings, (ISSN 0736-587X ), doi: https://doi.org/10.18653/v1/2025.findings-emnlp.28 , 2025. Scientific article
Multi-decadal streamflow projections for catchments in Brazil based on CMIP6 multi-model simulations and neural network embeddings for linear regression models Hydrology and Earth System Sciences (HESS), vol. 29, pp. 5099 5119 , (ISSN 1027-5606 1607-7938 ), doi: https://doi.org/10.5194/hess-29-5099-2025 , 2025. Scientific article
The sensitivity of fish quota settings to fixed assumptions on natural mortality and maturity-at-age ICES Journal of Marine Science, vol. 82, (ISSN 1054-3139 1095-9289 ), doi: https://doi.org/10.1093/icesjms/fsaf135 , 2025. Scientific article
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning International Conference on Learning Representations (ICLR), (ISSN 0277-5778 ), doi: https://doi.org/https://openreview.net/forum?id=fVJEWdwvLO , 2026. Scientific article
Choose your explanation: a comparison of SHAP and Grad-CAM in human activity recognition Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems, vol. 55, (ISSN 0924-669X 1573-7497 ), doi: https://doi.org/10.1007/s10489-025-06968-3 , 2025. Scientific article
Investigating Time-Varying Predictor Effects on Cardiovascular Outcomes in Breast Cancer Survivors Journal of Breast Cancer, vol. 29, pp. 1 13 , (ISSN 1738-6756 2092-9900 ), doi: https://doi.org/10.4048/jbc.2025.0151 , 2025. Scientific article
Unsupervised Domain Adaptation for Breast Cancer Detection in a Multi-Scanner Environment: A Case-Study from Norway Lecture Notes in Computer Science (LNCS), vol. 15734, pp. 355 364 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-031-95838-0_35 , 2025. Scientific article
Historisk befolkningsregister som et autoritetsregister for personer og verktøy for lokalhistorisk forskning Heimen - Lokal og regional historie, vol. 62, pp. 311 328 , (ISSN 0017-9841 1894-3195 ), doi: https://doi.org/10.18261/heimen.62.4.4 , 2025. Scientific article
Unlocking the black box: Enhancing human-AI collaboration in high-stakes healthcare scenarios through explainable AI Technological Forecasting and Social Change, vol. 219, (ISSN 0040-1625 1873-5509 ), doi: https://doi.org/10.1016/j.techfore.2025.124265 , 2025. Scientific article
A framework for causal concept-based model explanations Frontiers in Artificial Intelligence, vol. 8, (ISSN 2624-8212 ), doi: https://doi.org/10.3389/frai.2025.1759000 , 2026. Scientific article
Evaluating Explainable AI Methods in Deep Learning Models for Early Detection of Cerebral Palsy IEEE Access, vol. 13, pp. 10126 10138 , (ISSN 2169-3536 ), doi: https://doi.org/10.1109/ACCESS.2025.3525571 , 2025. Scientific article
Explaining Human Activity Recognition with SHAP: Validating insights with perturbation and quantitative measures Computers in Biology and Medicine, vol. 188, (ISSN 0010-4825 1879-0534 ), doi: https://doi.org/10.1016/j.compbiomed.2025.109838 , 2025. Scientific article
Information based explanation methods for deep learning agents—with applications on large open-source chess models Scientific Reports, vol. 14, (ISSN 2045-2322 ), doi: https://doi.org/10.1038/s41598-024-70701-2 , 2024. Scientific article
AutoGCN-Toward Generic Human Activity Recognition With Neural Architecture Search IEEE Access, vol. 12, pp. 39505 39516 , (ISSN 2169-3536 ), doi: https://doi.org/10.1109/ACCESS.2024.3377103 , 2024. Scientific article
From Movements to Metrics: Evaluating Explainable AI Methods in Skeleton-Based Human Activity Recognition Sensors, vol. 24, (ISSN 1424-8220 ), doi: https://doi.org/10.3390/s24061940 , 2024. Scientific article
Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations PLOS ONE, vol. 19, (ISSN 1932-6203 ), doi: https://doi.org/10.1371/journal.pone.0304069 , 2024. Scientific article
Identifying Important Proteins in Meibomian Gland Dysfunction with Explainable Artificial Intelligence IEEE International Symposium on Computer-Based Medical Systems, (ISSN 2372-9198 ), doi: https://doi.org/10.1109/CBMS58004.2023.00217 , 2023. Scientific article
Beyond cuts in small signal scenarios: Enhanced sneutrino detectability using machine learning European Physical Journal C, vol. 83, (ISSN 1434-6044 1434-6052 ), doi: https://doi.org/10.1140/epjc/s10052-023-11532-9 , 2023. Scientific article
Model tree methods for explaining deep reinforcement learning agents in real-time robotic applications Neurocomputing, vol. 515, pp. 133 144 , (ISSN 0925-2312 1872-8286 ), doi: https://doi.org/10.1016/j.neucom.2022.10.014 , 2023. Scientific article
Vacuum free energy, quark condensate shifts and magnetization in three-flavor chiral perturbation theory to O(p6) in a uniform magnetic field Nuclear Physics B, vol. 997, pp. 1 14 , (ISSN 0550-3213 1873-1562 ), doi: https://doi.org/10.1016/j.nuclphysb.2023.116389 , 2023. Scientific article
Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis Diagnostics (Basel), vol. 13, (ISSN 2075-4418 ), doi: https://doi.org/10.3390/diagnostics13142345 , 2023. Scientific article
Inferring feature importance with uncertainties with application to large genotype data PLoS Computational Biology, vol. 19, (ISSN 1553-734X 1553-7358 ), doi: https://doi.org/10.1371/journal.pcbi.1010963 , 2023. Scientific article
Using machine learning model explanations to identify proteins related to severity of meibomian gland dysfunction Scientific Reports, vol. 13, (ISSN 2045-2322 ), doi: https://doi.org/10.1038/s41598-023-50342-7 , 2023. Scientific article
Causal versus Marginal Shapley Values for Robotic Lever Manipulation Controlled using Deep Reinforcement Learning American Control Conference (ACC), (ISSN 0743-1619 2378-5861 ), doi: https://doi.org/10.23919/ACC53348.2022.9867807 , 2022. Scientific article
Causal connections between socioeconomic disparities and COVID-19 in the USA Scientific Reports, vol. 12, (ISSN 2045-2322 ), doi: https://doi.org/10.1038/s41598-022-18725-4 , 2022. Scientific article
To explain or not to explain? Artificial intelligence explainability in clinical decision support systems PLOS Digital Health, (ISSN 2767-3170 ), doi: https://doi.org/10.1371/journal.pdig.0000016 , 2022. Scientific article
Bias og kvantitativ analyse innen velferd: opphav til skjevheter og relasjon til utfallsrettferdighet Tidsskrift for velferdsforskning, vol. 25, (ISSN 0809-2052 2464-3076 ), doi: https://doi.org/10.18261/tfv.25.3.3 , 2022. Scientific article
Explaining a deep reinforcement learning docking agent using linear model trees with user adapted visualization Journal of Marine Science and Engineering (JMSE), vol. 9, (ISSN 2077-1312 ), doi: https://doi.org/10.3390/jmse9111178 , 2021. Scientific article
Impact of image resolution on deep learning performance in endoscopy image classification: An experimental study using a large dataset of endoscopic images Diagnostics (Basel), vol. 11, pp. 1 9 , (ISSN 2075-4418 ), doi: https://doi.org/10.3390/diagnostics11122183 , 2021. Scientific article
The social dilemma in artificial intelligence development and why we have to solve it AI and Ethics, (ISSN 2730-5953 2730-5961 ), doi: https://doi.org/10.1007/s43681-021-00120-w , 2021. Scientific article
Explaining deep neural networks for knowledge discovery in electrocardiogram analysis Scientific Reports, vol. 11, (ISSN 2045-2322 ), doi: https://doi.org/10.1038/s41598-021-90285-5 , 2021. Scientific article
Model independent feature attributions: Shapley values that uncover non-linear dependencies PeerJ Computer Science, (ISSN 2376-5992 ), doi: https://doi.org/10.7717/peerj-cs.582 , 2021. Scientific article
DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine Scientific Reports, vol. 11, (ISSN 2045-2322 ), doi: https://doi.org/10.1038/s41598-021-01295-2 , 2021. Scientific article
Shapley Values for Feature Selection: The Good, the Bad, and the Axioms IEEE Access, (ISSN 2169-3536 ), doi: https://doi.org/10.1109/ACCESS.2021.3119110 , 2021. Scientific article
Deep Learning with Periodic Features and Applications in Particle Physics Communications in Computer and Information Science (CCIS), vol. 1150 CCIS, pp. 140 147 , (ISSN 1865-0929 1865-0937 ), doi: https://doi.org/10.1007/978-981-15-1960-4_10 , 2019. Scientific article
Signal mixture estimation for degenerate heavy Higgses using a deep neural network European Physical Journal C, vol. 78, pp. 1 11 , (ISSN 1434-6044 1434-6052 ), doi: https://doi.org/10.1140/epjc/s10052-018-6455-z , 2018. Scientific article
Science with e-ASTROGAM: A space mission for MeV–GeV gamma-ray astrophysics Journal of High Energy Astrophysics, vol. 19, pp. 1 106 , (ISSN 2214-4048 2214-4056 ), doi: https://doi.org/10.1016/j.jheap.2018.07.001 , 2018. Scientific article
Gaugino Mediation with Large Trilinears Proceedings of Science (PoS), vol. 318, (ISSN 1824-8039 ), doi: https://doi.org/10.22323/1.318.0079 , 2018. Scientific article
Gaugino mediation with large trilinears Proceedings of Science (PoS), vol. 318, (ISSN 1824-8039 ), , 2017. Scientific article
Trilinear-augmented gaugino mediation Journal of High Energy Physics (JHEP), vol. 2017, (ISSN 1126-6708 1029-8479 ), doi: https://doi.org/10.1007/JHEP05(2017)003 , 2017. Scientific article
FreqRISE: Explaining time series using frequency masking Proceedings of Machine Learning Research (PMLR), vol. 265, pp. 16 31 , (ISSN 2640-3498 ), doi: https://doi.org/https://proceedings.mlr.press/v265/brusch25a.html , 2025. Scientific article
A Coherence-Restoring Subspace Projection for Adaptive Array Spectral Estimation IEEE Access, pp. 1 10 , (ISSN 2169-3536 ), doi: https://doi.org/10.1109/access.2026.3671486 , 2026. Scientific article