MM
Maria Maistro
cs.IRcs.LGcs.CLcs.AIcs.CYcs.HC
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, Tuukka Ruotsalo, Christina Lioma
1 version
Preprints & journals
33 papers in the corpus · 2020–2026Robustness 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
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
Can Fairness Be Prompted? Prompt-Based Debiasing Strategies in High-Stakes Recommendations2603.12935v1 · Mihaela Rotar, Theresia Veronika Rampisela, Maria Maistro2026 · 1 citationarXiv
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
How Context Shapes Truth: Geometric Transformations of Statement-level Truth Representations in LLMs2601.06599v4 · Shivam Adarsh, Maria Maistro, Christina Lioma2026 · 0 citationsarXiv
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
Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation2507.21934v2 · Tianyi Hu, Andrea Morales-Garz'on, Jingyi Zheng et al.2025 · 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
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
A Reality Check on Context Utilisation for Retrieval-Augmented Generation2412.17031v2 · Lovisa Hagstrom, Sara Vera Marjanovi'c, Haeun Yu et al.2024 · 4 citationsarXiv
Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attribution Explainability2408.08137v2 · Joakim Edin, Andreas Geert Motzfeldt, Casper L. Christensen et al.2024 · 2 citationsarXiv
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models2407.17023v2 · Sara Vera Marjanovi'c, Haeun Yu, Pepa Atanasova et al.2024 · 5 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
Dataset and Models for Item Recommendation Using Multi-Modal User Interactions2405.04246v1 · Simone Borg Bruun, Krisztian Balog, Maria Maistro2024 · 2 citationsarXiv
Recommending Target Actions Outside Sessions in the Data-poor Insurance Domain2403.00368v1 · Simone Borg Bruun, Christina Lioma, Maria Maistro2024 · 2 citationsACM Transactions on Recommender Systems 2023
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
Graph-based Recommendation for Sparse and Heterogeneous User Interactions2301.11009v1 · Simone Borg Bruun, Kacper Kenji Lesniak, Mirko Biasini et al.2023 · 1 citationarXiv
Principled Multi-Aspect Evaluation Measures of Rankings2212.00492v1 · Maria Maistro, Lucas Chaves Lima, Jakob Grue Simonsen et al.2022 · 25 citationsarXiv
FullBrain: a Social E-learning Platform2212.01387v1 · Mirko Biasini, Vittorio Carmignani, Nicola Ferro et al.2022 · 1 citationarXiv
Crowdsourcing Controller -- Utilizing Reliable Agents in a Multiplayer Game2212.02256v1 · Kacper Kenji Lesniak, Maria Maistro2022 · 1 citationarXiv
Learning Recommendations from User Actions in the Item-poor Insurance Domain2211.15360v1 · Simone Borg Bruun, Maria Maistro, Christina Lioma2022 · 6 citationsarXiv
Corrected Evaluation Results of the NTCIR WWW-2, WWW-3, and WWW-4 English Subtasks2210.10266v1 · Tetsuya Sakai, Sijie Tao, Maria Maistro et al.2022 · 0 citationsarXiv
repro_eval: A Python Interface to Reproducibility Measures of System-oriented IR Experiments2201.07599v1 · Timo Breuer, Nicola Ferro, Maria Maistro et al.2022 · 14 citationsarXiv
University of Copenhagen Participation in TREC Health Misinformation Track 20202103.02462v1 · Lucas Chaves Lima, Dustin Brandon Wright, Isabelle Augenstein et al.2021 · 3 citationsarXiv
Multi-Head Self-Attention with Role-Guided Masks2012.12366v1 · Dongsheng Wang, Casper Hansen, Lucas Chaves Lima et al.2020 · 3 citationsarXiv
Denmark's Participation in the Search Engine TREC COVID-19 Challenge: Lessons Learned about Searching for Precise Biomedical Scientific Information on COVID-192011.12684v2 · Lucas Chaves Lima, Casper Hansen, Christian Hansen et al.2020 · 4 citationsarXiv
How to Measure the Reproducibility of System-oriented IR Experiments2010.13447v1 · Timo Breuer, Nicola Ferro, Norbert Fuhr et al.2020 · 51 citationsarXiv
Career total: 112 works. 33 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.