News
- Aug 24, we are investigating KANs: we benchmarked them on tabular data and analyzes their integration into U-Net (U-KAN) to segment crop fields using satellite images;
- Jun 24, our contrastive learning approach to mitigate bias in speech models was accepted at Interspeech 2024!
- Jun 24, I presented our works on detecting and mitigating subgroup disparities in speech models at SEBD 2024;
- May 24, in my course on Explainable and Trustworthy AI we had a series of great XAI seminars by Gabriele Sarti, Michael Hanna and Riccardo Crupi!
- Apr 24, our work Intersectional fair ranking via subgroup divergence was accepted at the Data Mining and Knowledge Discovery journal. I will present the work at ECML-PKDD 2024;
- Mar 24, I will co-organize the 6th eXplainable Knowledge Discovery in Data Mining
(XKDD) Workshop at ECML-PKDD 2024!;
- Mar 24, I am the course holder of the new course on Explainable and Trustworthy AI at Politecnico di Torino;
- Feb 24, our work on explaining court judgment prediction using legal entities was accepted at Artificial Intelligence and Law journal;
- Feb 24, our work on systematic subgroup divergence of SLU models got accepted at TASLP. Joint work with Amazon Alexa AI;
- Jan 24, our explanation method to interpret speech classification models was accepted at EACL 2024;
- Jan 24, I am the publicity co-chair of KDD 2024!;
- Dec 23, we released our survey on Concept-based XAI !
- Dec 23, I co-organize the IEEE Workshop on Big Data Analytic in Healthcare workshop;
- Dec 23, two papers accepted at ICASSP 2024! One paper focues on target data acquistion in speech model, the other on lyrics-to-music generation;
- Dec 23, our paper on fairness in federated learning was accepted at AAAI 2024!;
- Nov 23, I am the PhD co-advisor of Eleonora Poeta! She will work on Safe and Trustworthy AI;