Giovanni De Toni
@giovannidetoni.bsky.social
Research Scientist @ Fondazione Bruno Kessler | Human-centric and Responsible AI | PhD in CS from University of Trento and ELLIS
Reposted by Giovanni De Toni
Humbled and honored to announce that this paper won the Best Paper Award at #RecSys2025. Check it out in the proceedings:
dl.acm.org/doi/full/10....
Thanks to my amazing co-authors @giovannidetoni.bsky.social, @erasmopurif.bsky.social, Emilia Gomez, Bruno Lepri and @andreapasserini.bsky.social.
dl.acm.org/doi/full/10....
Thanks to my amazing co-authors @giovannidetoni.bsky.social, @erasmopurif.bsky.social, Emilia Gomez, Bruno Lepri and @andreapasserini.bsky.social.
October 4, 2025 at 9:16 AM
Humbled and honored to announce that this paper won the Best Paper Award at #RecSys2025. Check it out in the proceedings:
dl.acm.org/doi/full/10....
Thanks to my amazing co-authors @giovannidetoni.bsky.social, @erasmopurif.bsky.social, Emilia Gomez, Bruno Lepri and @andreapasserini.bsky.social.
dl.acm.org/doi/full/10....
Thanks to my amazing co-authors @giovannidetoni.bsky.social, @erasmopurif.bsky.social, Emilia Gomez, Bruno Lepri and @andreapasserini.bsky.social.
🎯 Still clicking “Not Interested” but getting the same junk recommendations? You’re not alone!
In our new ACM RecSys'25 paper, we’re tackling the growing problem of unwanted and sometimes harmful content in recommender systems 👉 arxiv.org/abs/2507.16829
@recsys.bsky.social
In our new ACM RecSys'25 paper, we’re tackling the growing problem of unwanted and sometimes harmful content in recommender systems 👉 arxiv.org/abs/2507.16829
@recsys.bsky.social
You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control
Recommenders are significantly shaping online information consumption. While effective at personalizing content, these systems increasingly face criticism for propagating irrelevant, unwanted, and eve...
arxiv.org
July 25, 2025 at 3:01 PM
🎯 Still clicking “Not Interested” but getting the same junk recommendations? You’re not alone!
In our new ACM RecSys'25 paper, we’re tackling the growing problem of unwanted and sometimes harmful content in recommender systems 👉 arxiv.org/abs/2507.16829
@recsys.bsky.social
In our new ACM RecSys'25 paper, we’re tackling the growing problem of unwanted and sometimes harmful content in recommender systems 👉 arxiv.org/abs/2507.16829
@recsys.bsky.social
Are conformal prediction sets always optimal for helping humans solve classification tasks? Not always! In our #NeurIPS paper, we show how finding optimal sets is Np-hard, and we offer a (greedy) solution!
📜arxiv.org/pdf/2405.17544
🪧Join us on Wed 11 (11-2 PM, East Exh. Hall)!
📜arxiv.org/pdf/2405.17544
🪧Join us on Wed 11 (11-2 PM, East Exh. Hall)!
December 10, 2024 at 7:56 PM
Are conformal prediction sets always optimal for helping humans solve classification tasks? Not always! In our #NeurIPS paper, we show how finding optimal sets is Np-hard, and we offer a (greedy) solution!
📜arxiv.org/pdf/2405.17544
🪧Join us on Wed 11 (11-2 PM, East Exh. Hall)!
📜arxiv.org/pdf/2405.17544
🪧Join us on Wed 11 (11-2 PM, East Exh. Hall)!