La circolazione dei dati sanitari: un dialogo interdisciplinare sullo spazio europeo dei dati.
📅 30–31 ottobre | 📍 Campus Luigi Einaudi – Torino
con una sessione moderata da Ruggero Pensa e un intervento di Alessio Famiani (#UniTo).
👉 www.dg.unito.it/do/a...

Now online: "Combining SHAP-Driven Co-clustering and Shallow Decision Trees to Explain XGBoost", presented during the last Discovery Science conference held Pisa in October. #xai #clustering #MachineLearning @diunito.bsky.social @insalyon.bsky.social

link.springer.com/chapter/10.1...

I’m happy to announce that our paper on Differentially Private Associative Co-Clustering has been accepted for #SIAMSDM25! Se you in Alexandria, VA in May 2025. @diunito.bsky.social

We are happy to inform you that your submission was accepted to appear at #SDM 2025. 🥳 #SIAM #DataMining

... And I can't forget our nice work about our educational activities in schools to help pupils recognize #FakeNews: ieeexplore.ieee.org/document/105....
It is the latest achievement within our successfull project on #SocialMedia #education in #schools (www.social4school.net) @diunito.bsky.social.

[3/3] The last paper is one of the results of my visiting period at #Inria Lyon, during my sabbatical leave. It's about explaining #XGBoost by combining #co-clustering, #SHAP and shallow decision trees. I presented it in Pisa, at #DiscoveryScience (ds2024.isti.cnr.it).
#XAI #explainability

[2/3] The second one presents a method for learning #fair distances among categorical data. It's effective in different #MachineLearning tasks for tabular data, including #classification and #clustering. It has been presented in the BIAS workshop @ecmlpkdd.org 2024:
drive.google.com/file/d/1d7oD...

[1/3] As 2024 is heading to an end, let me mention a couple of research papers authored by me and my group in the last year.
Let's start with the first one, a #survey on #co-clustering that also includes an experimental comparison of the main methods: dl.acm.org/doi/10.1145/...
#ai #MachineLearning

In sciopero/En grève/On strike!
m.flcgil.it/attualita/sc...