TR
Tuukka Ruotsalo
cs.IRcs.LGcs.AIcs.CLcs.HCcs.CYElectroencephalographyBrainBrain-Computer InterfacesBrain-computer interfacing
On Valency
published · living versionsW_z52ytdww·v1 · currentpublished
Robustness Analysis of Pareto-based Joint Evaluation of Fairness and Relevance in Recommender Systems
with Theresia Veronika Rampisela, Maria Maistro, Christina Lioma
1 version
Preprints & journals
32 papers in the corpus · 2016–2026Robustness Analysis of Pareto-based Joint Evaluation of Fairness and Relevance in Recommender Systems2610.27850v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2026 · 0 citationsarXivon Valency
Revealing implicit social bias through EEG-informed generative AI.pyuxn_v4 · Aotong Li, Tuukka Ruotsalo, Christian Montag et al.2026 · 0 citationsPsyArXiv
BrainPrompting: reconstructing facial memory by brain-based generative AI interaction.42386847 · Li, Aotong, Ruotsalo, Tuukka, Ang, Jian Hwee et al.2026 · 0 citationsScientific reports. 2026
Don't Go Breaking My LLM: The Impact of Pruning Attention Layers on Explanation Faithfulness and Confidence Calibration2606.24970v1 · Pietro Tropeano, Maria Maistro, Tuukka Ruotsalo et al.2026 · 0 citationsarXiv
Adapting frozen foundation models for montage-agnostic high-resolution EEG event segmentation.41997170 · Ma, Jun, Ruotsalo, Tuukka2026 · 1 citationJournal of neural engineering. 2026;23(3)
Post-Training Denoising of User Profiles with LLMs in Collaborative Filtering Recommendation2601.18009v1 · Ervin Dervishaj, Maria Maistro, Tuukka Ruotsalo et al.2026 · 0 citationsarXiv
Measuring Individual User Fairness with User Similarity and Effectiveness Disparity2602.02516v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2026 · 1 citationarXiv
The Quest for Reliable Metrics of Responsible AI2510.26007v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2025 · 0 citationsarXiv
Stairway to Fairness: Connecting Group and Individual Fairness2508.21334v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2025 · 3 citationsarXiv
Self-Calibrating BCIs: Ranking and Recovery of Mental Targets Without Labels2506.11151v2 · Jonathan Grizou, Carlos de la Torre-Ortiz, Tuukka Ruotsalo2025 · 0 citationsarXiv
Correcting Gradient-Based Circuit Localization via Interaction-Aware Backpropagation2505.17630v4 · Joakim Edin, Casper L. Christensen, R'obert Csord'as et al.2025 · 0 citationsarXiv
As easy as PIE: understanding when pruning causes language models to disagree2503.21714v1 · Pietro Tropeano, Maria Maistro, Tuukka Ruotsalo et al.2025 · 0 citationsarXiv
Generative language reconstruction from brain recordings.40025160 · Ye, Ziyi, Ai, Qingyao, Liu, Yiqun et al.2025 · 22 citationsCommunications biology. 2025;8(1):346
Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto Frontier2502.11921v1 · Theresia Veronika Rampisela, Tuukka Ruotsalo, Maria Maistro et al.2025 · 2 citationsarXiv
Are Representation Disentanglement and Interpretability Linked in Recommendation Models? A Critical Review and Reproducibility Study2501.18805v1 · Ervin Dervishaj, Tuukka Ruotsalo, Maria Maistro et al.2025 · 0 citationsarXiv
Brainsourcing for temporal visual attention estimation.40026891 · Moreno-Alcayde, Yoelvis, Ruotsalo, Tuukka, Leiva, Luis A et al.2025 · 1 citationBiomedical engineering letters. 2025;15(2):311-326
Cross-Subject EEG Feedback for Implicit Image Generation.38889044 · de la Torre-Ortiz, Carlos, Spape, Michiel M, Ravaja, Niklas et al.2024 · 10 citationsIEEE transactions on cybernetics. 2024;54(10):6105-6117
Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attribution Explainability2408.08137v2 · Joakim Edin, Andreas Geert Motzfeldt, Casper L. Christensen et al.2024 · 2 citationsarXiv
An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records2406.08958v2 · Joakim Edin, Maria Maistro, Lars Maalœ et al.2024 · 8 citationsarXiv
Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance2405.18276v1 · Theresia Veronika Rampisela, Tuukka Ruotsalo, Maria Maistro et al.2024 · 6 citationsarXiv
Physiological Data: Challenges for Privacy and Ethics2405.15272v1 · Keith Davis, Tuukka Ruotsalo2024 · 13 citationsarXiv
Modeling User Preferences via Brain-Computer Interfacing2405.09691v2 · Luis A. Leiva, V. Javier Traver, Alexandra Kawala-Sterniuk et al.2024 · 0 citationsarXiv
Query Augmentation by Decoding Semantics from Brain Signals2402.15708v2 · Ziyi Ye, Jingtao Zhan, Qingyao Ai et al.2024 · 0 citationsarXiv
Contradicted by the Brain: Predicting Individual and Group Preferences via Brain-Computer Interfacing2312.09803v1 · Keith M. Davis III, Michiel Spap'e, Tuukka Ruotsalo2023 · 8 citationsarXiv
Evaluation Measures of Individual Item Fairness for Recommender Systems: A Critical Study2311.01013v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2023 · 35 citationsarXiv
Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study2304.10909v1 · Joakim Edin, Alexander Junge, Jakob D. Havtorn et al.2023 · 64 citationsarXiv
The P3 indexes the distance between perceived and target image.36866822 · de la Torre-Ortiz, Carlos, Spapé, Michiel, Ruotsalo, Tuukka2023 · 11 citationsPsychophysiology. 2023;60(5):e14225
Interactive Visual Facets to Support Fluid Exploratory Search2108.00920v2 · Chen He, Luana Micallef, Bar\is Serim et al.2021 · 5 citationsarXiv
Neuroadaptive modelling for generating images matching perceptual categories.32895430 · Kangassalo, Lauri, Spapé, Michiel, Ruotsalo, Tuukka2020 · 27 citationsScientific reports. 2020;10(1):14719
Information gain modulates brain activity evoked by reading.32376834 · Kangassalo, Lauri, Spapé, Michiel, Ravaja, Niklas et al.2020 · 11 citationsScientific reports. 2020;10(1):7671
Integrating neurophysiologic relevance feedback in intent modeling for information retrieval.31763361 · Jacucci, Giulio, Barral, Oswald, Daee, Pedram et al.2020 · 33 citationsJournal of the Association for Information Science and Technology. 2019;70(9):917-930
Natural brain-information interfaces: Recommending information by relevance inferred from human brain signals.27929077 · Eugster, Manuel J A, Ruotsalo, Tuukka, Spapé, Michiel M et al.2018 · 46 citationsScientific reports. 2016;6:38580
Career total: 198 works. 32 are in this corpus.
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