📢📢📢 A new JC session is coming on Friday.😎 Next up will be Andrea with a talk titled "𝐈𝐧𝐭𝐞𝐫𝐚𝐜𝐭𝐢𝐯𝐞 𝐋𝐚𝐛𝐞𝐥 𝐂𝐥𝐞𝐚𝐧𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐄𝐱𝐚𝐦𝐩𝐥𝐞-𝐛𝐚𝐬𝐞𝐝 𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧𝐬". 🔥 Find out more👉sml.disi.unitn.it/journal.html

🚨🚨🚨 This Friday there will be the last JC session of this academic year. 10/10 Our next speaker is Nicola Dall'Asen who is presenting his ongoing research on 𝐆𝐫𝐚𝐩𝐡-𝐛𝐚𝐬𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐅𝐚𝐜𝐞 𝐀𝐧𝐨𝐧𝐲𝐦𝐢𝐬𝐚𝐭𝐢𝐨𝐧 𝐰𝐢𝐭𝐡 𝐏𝐨𝐬𝐞 𝐏𝐫𝐞𝐬𝐞𝐫𝐯𝐞𝐭𝐢𝐨𝐧!🤯🦸‍♀️

Find out more👉sml.disi.unitn.it/journal.html P.S. We remind you to join our Telegram group in order to have the online access to the Zoom meeting.

Let's go beyond the usual inference tasks in probabilistic models.. 🧐 How to compute queries like Pr(E > MC² | C)? 🤨 Why should we even care? Find it out IJCAIconf !

Slides and videos of the last three talks of the JC are now out 🔥🔥🔥: 👉 sml.disi.unitn.it/journal.html

"𝐂𝐚𝐧 𝐖𝐞 𝐔𝐬𝐞 𝐏𝐫𝐞𝐭𝐫𝐚𝐢𝐧𝐞𝐝 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬 𝐟𝐨𝐫 𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐞 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧?" by Mahed Mousavi TL;DR: a deep dive into deep conversational AIs and how to personalize them.

"𝐈𝐧𝐭𝐞𝐫𝐚𝐜𝐭𝐢𝐯𝐞 𝐋𝐚𝐛𝐞𝐥 𝐂𝐥𝐞𝐚𝐧𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐄𝐱𝐚𝐦𝐩𝐥𝐞-𝐛𝐚𝐬𝐞𝐝 𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧𝐬" by Andrea TL;DR: on explainable interaction and influence functions for obtaining better deep models and better data.

"𝐆𝐫𝐚𝐩𝐡-𝐛𝐚𝐬𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐅𝐚𝐜𝐞 𝐀𝐧𝐨𝐧𝐲𝐦𝐢𝐬𝐚𝐭𝐢𝐨𝐧 𝐰𝐢𝐭𝐡 𝐏𝐨𝐬𝐞 𝐏𝐫𝐞𝐬𝐞𝐫𝐯𝐞𝐭𝐢𝐨𝐧" by Nicola Dall'Asen TL;DR: A GAN-based approach for a more natural face anonymization.

📢 Our work on handling #drift in #hierarchical classification through #interactive #ML is now available on Data Mining and Knowledge Discovery! link.springer.com/article/10.100… Joint work with Andrea Bontempelli (Andrea), Fausto Giunchiglia (Knowdive Group), and Andrea Passerini (andrea passerini).

Super excited to announce that our #TANGO Horizon Europe🇪🇺 RIA proposal was selected for funding (with a score of 15/15!!) Looking forward to working on hybrid human-machine learning and decision making with a stellar consortium!

Such an amazing presentation by Irene Cannistraci and Luca Moschella at AI Trento Journal Club. "Communicating between latent spaces with limited semantic correspondence" Structured Machine Learning Group - Trento Emanuele Marconato Giovanni De Toni Nicola Dall'Asen Gianluca Apriceno @FranciF1997 Steve Azzolin

100-seconds madness starting 🔥 #ESWC23

LLMs in Medicine A comprehensive survey (analyzing 300+ papers) on LLMs in medicine. Includes an overview of the principles, applications, and challenges faced by LLMs in medicine. arxiv.org/abs/2311.05112

Attending #ESWC2024

Thrilled to share that the paper with Mauro Dragoni (1st) and Tania Bailoni "𝐕𝐚𝐥𝐢𝐝𝐚𝐭𝐢𝐧𝐠 𝐚 𝐅𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐭𝐚𝐭𝐮𝐬 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐆𝐫𝐚𝐩𝐡 𝐢𝐧 𝐚 𝐋𝐚𝐫𝐠𝐞-𝐬𝐜𝐚𝐥𝐞 𝐋𝐢𝐯𝐢𝐧𝐠 " has been accepted at #EKAW2024! EKAW Conference Fondazione Bruno Kessler - FBK