Gabriele Ciravegna
@CiraGabriele
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PostDoctoral Researcher in Trustworthy and Explainable Artificial Intelligence at Politecnico di Torino
PostDoc
Joined April 2013
Interesting paper at #Neurips24! We developed a neural model (CMR) that is 100% interpretable. Thanks to rulebook, we can even inspect all the reasons for which it may take a given prediction. And if you don't like them you can drop/modify them thorugh rule interventions!
🚨 Interpretable AI often means sacrificing accuracy—but what if we could have both? Most interpretable AI models, like Concept Bottleneck Models, force us to trade accuracy for interpretability. But not anymore, due to Concept-Based Memory Reasoner (CMR)! #NeurIPS2024 (1/7)
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RT @pietro_barbiero: Relational and interpretable deep learning? CBMs aren't built for relational problems, and GNNs aren't interpretable.…
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RT @AlkisKoudounas: Wrapping up an amazing week at #KDD2024, now heading to Kos 🇬🇷 for #Interspeech2024 🌟I’ll be presenting two oral paper…
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Our final invited speaker Dr. Sonali Parbhoo showed how concept based models can be employed in medicine: “Taking the Genie Out of the Bottle(neck): Concept-Based Insights for AI Oversight” Very entertaining talk, the genie was definitely out a lot😁 #KDD2024 @sonali_ai4ai
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RT @dbdmg_: The DBDMG squad is at #KDD2024 in Barcelona! 🇪🇸 Reach us to discuss #XAI, speech, data science, LLMs & more! ☀️ @eliana__past…
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RT @VaianiLorenzo: 🌴 Just wrapped up an amazing time at #IJCAI2024 in beautiful Jeju! 🇰🇷 Huge thanks to all the incredible new friends I me…
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RT @fgiobergia: 1/3🧵Exciting news! We are organizing the 1st Workshop on AI for Financial Crime Fight at @icdm2024 🌟 We'll discuss how AI i…
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Thanks to @dianamateusl and @HaroldMouchere for inviting me to Nantes and for making this event so memorable ✨ It has been great to explore Les Machines de l'île! 📷🤖🐘
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RT @eliana__pastor: 🌟For our XAI Seminar, Riccardo Crupi (@intesasanpaolo) presented their road to Trustworthy AI! He overviewed his works…
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RT @AlkisKoudounas: Kudos to @eliana__pastor, @fgiobergia, and @CiraGabriele for the amazing collaboration! More details soon! 🔥 @ISCAIn…
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@kdd_news 🚨 Deadline Extended! 🚨 You now have until June 14 to submit your paper on Interpretable AI to HI-AI@KDD24! 📅 Don't miss the chance to present your work and hear invited talks from leading researchers in the field. 🌟 #KDD24 #InterpretableAI #ResearchOpportunities
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