Prof. Nava Tintarev
@navatintarev.bsky.social
(she/her) Full Professor of Explainable AI, University of Maastricht, NL. Lab director of the lab on trustworthy AI in Media (TAIM). Director of Research at the Department of Advanced Computing Sciences. IPN board member (incoming 2026). navatintarev.com
We answered many interesting Q’s. Incl. legislation of platforms (DSA), possible commercialization of our research vs collab w companies, whether our research could help with polarization, and whether to train LLMs on smaller more representative data!
October 17, 2025 at 6:48 AM
We answered many interesting Q’s. Incl. legislation of platforms (DSA), possible commercialization of our research vs collab w companies, whether our research could help with polarization, and whether to train LLMs on smaller more representative data!
avondwenm.nl
October 13, 2025 at 6:48 AM
A new addition for the summer is a placeholder gallery for visual explanation interfaces so visitors can see what these are and just how varied they can be (not yet platform-proofed).
navatintarev.com
navatintarev.com
Nava Tintarev
Prof. Nava Tintarev
navatintarev.com
September 10, 2025 at 1:33 PM
A new addition for the summer is a placeholder gallery for visual explanation interfaces so visitors can see what these are and just how varied they can be (not yet platform-proofed).
navatintarev.com
navatintarev.com
Ehud Reiter writes more about this in his blog here: ehudreiter.com/2025/06/25/p...
Pre-print here: arxiv.org/abs/2506.18760
Pre-print here: arxiv.org/abs/2506.18760
September 10, 2025 at 1:31 PM
Ehud Reiter writes more about this in his blog here: ehudreiter.com/2025/06/25/p...
Pre-print here: arxiv.org/abs/2506.18760
Pre-print here: arxiv.org/abs/2506.18760
4) Domain shift: The world has changed since the model was built. This includes societal changes (eg, legalisation of same-sex marriage) and changes in scientific knowledge and interventions.
September 10, 2025 at 1:31 PM
4) Domain shift: The world has changed since the model was built. This includes societal changes (eg, legalisation of same-sex marriage) and changes in scientific knowledge and interventions.
2)Domain knowledge shows that the feature does not matter: Scientific evidence shows that the feature does not make a sig. difference. 3)Insufficient data: The feature may matter, but the model builders did not have sufficient high-quality training data to reliably model the feature’s impact.
September 10, 2025 at 1:31 PM
2)Domain knowledge shows that the feature does not matter: Scientific evidence shows that the feature does not make a sig. difference. 3)Insufficient data: The feature may matter, but the model builders did not have sufficient high-quality training data to reliably model the feature’s impact.
She identified four reasons for explaining why a feature is ignored:
1) Data shows the feature does not matter: The feature is ignored because the data shows that the feature has minimal impact on the model’s prediction.
1) Data shows the feature does not matter: The feature is ignored because the data shows that the feature has minimal impact on the model’s prediction.
September 10, 2025 at 1:31 PM
She identified four reasons for explaining why a feature is ignored:
1) Data shows the feature does not matter: The feature is ignored because the data shows that the feature has minimal impact on the model’s prediction.
1) Data shows the feature does not matter: The feature is ignored because the data shows that the feature has minimal impact on the model’s prediction.
🔹 Demo Track – Bulat Khaertdinov (with Mirela Carmia Popa) showcasing VisualReF: an Interactive Image Search Prototype with Visual Relevance Feedback 🔍🖼️
🔹 The RecSys Challenge 2025 – Francesco Barile as co-organizer of this year’s challenge! 🔥 More info here: www.recsyschallenge.com/2025/
🔹 The RecSys Challenge 2025 – Francesco Barile as co-organizer of this year’s challenge! 🔥 More info here: www.recsyschallenge.com/2025/
RecSys Challenge 2025
RecSys Challenge 2025
www.recsyschallenge.com
September 10, 2025 at 1:28 PM
🔹 Demo Track – Bulat Khaertdinov (with Mirela Carmia Popa) showcasing VisualReF: an Interactive Image Search Prototype with Visual Relevance Feedback 🔍🖼️
🔹 The RecSys Challenge 2025 – Francesco Barile as co-organizer of this year’s challenge! 🔥 More info here: www.recsyschallenge.com/2025/
🔹 The RecSys Challenge 2025 – Francesco Barile as co-organizer of this year’s challenge! 🔥 More info here: www.recsyschallenge.com/2025/