Deferring Concept Bottleneck Models go to @neuripsconf.bsky.social 2025! Thanks to all my amazing coauthors (especially @rmassidda.it who is the only one on 🦋 as far as I know) who believed in the marriage between CBMs and Learning to Defer! See u in San Diego! 😄🌊🏖️

The faces behind the @auai.org PR machine and cameras: @nolovedeeplearning.bsky.social @rmassidda.it

let's start day 4 with the oral session on optimization! 👉 www.auai.org/uai2025/sche...

we open day 3 with Elias Bareinboim (causalai.net) giving a keynote on "Towards Causal Artificial Intelligence" reprising some of the themes of his upcoming book (causalai-book.net)

oral sessions are on! 🎉 get the schedule of all talks and posters sessions at www.auai.org/uai2025/sche...

presentations from the oral session #1 on learning www.auai.org/uai2025/sche...

2) "Causal Inference with Deep Learning and Generative Models" by Murat Kocaoglu (Purdue University) and Md Musfiqur Rahman (Purdue University)

here we go with the very first coffee break! ☕ no one can resist these delicious Brazilian snacks 🇧🇷

a huge thank you to our amazing volunteers 💙 working relentlessly to make the conference go smooth! www.auai.org/uai2025/volu...

Welcome to Rio 🇧🇷! While we start, enjoy the sun, our local coffee swag ☕ and our upcoming five tutorials for the day (www.auai.org/uai2025/tuto...) 💙 stay tuned!

less than one week to go! Check our schedule comprising: 1 ❤️‍🩹mentoring session 2 🔑 keynotes 3 🧑‍🔧 workshops 5 📊 tutorials 20 🗣️ orals 229 📜 posters 👉 www.auai.org/uai2025/schedule

Are you interested in improving the #interpretability, #robustness and #safety of current AI systems with #causality and #RL? Apply to our PhD position in Amsterdam 🚲🌷🇳🇱 Deadline: June 15

New PhD position at the University of Amsterdam in @amlab.bsky.social on learning concepts with theoretical guarantees using #causality and #RL with me, Frans Oliehoek (TU Delft) and Herke van Hoof 💥 Deadline: 15 June werkenbij.uva.nl/en/vacancies...

🔥 Five days left to submit your work to our causality workshop at #UAI2025! 🇧🇷 You bring the paper, we bring world-class keynote speakers, and Rio brings the iconic Copacabana Beach. What more could you ask for? ⚠️ Extended Deadline – May 28th! 👉 sites.google.com/view/car-25/

🔥 Got a great work on causal representation learning, abstraction, high-dimensional discovery, or other hot topics in causality? 🇧🇷 Don’t miss your chance to present in Rio at the CAR Workshop at #UAI2025! ⏰ Deadline is in 1 week – May 26! 🌐 sites.google.com/view/car-25/

If you are into Structural Causal Models, you're going to love Deep SCMs! ❤️ On the next (and last for now!) talk, Audrey Poinsot (INRIA) will review DSCMs, their applications and open challenges. 🤌 See you tomorrow April 11th at 16:00 (CET) at meet.google.com/tng-aibh-yuz 🗓️ tinyurl.com/deepscm

...don’t know if you noticed, but reviews are out! 👀 Good luck with your rebuttal, you're almost there! 🍀

🥇 Accepted workshops are out! www.auai.org/uai2025/work... Get ready for a day of great talks, panels, and discussions on causality, tractable models, and safe AI. Don't forget to submit your work, and see you in Rio! 🇧🇷

🚨 Next appointment! ↔️ Sergio Hernan Garrido Mejia (DTU, Denmark) will present us how to merge predictors in the causal and anti-causal directions trained from the same data. 🤌 See you in Pisa on April 4th at 16:00 (CET) or live at meet.google.com/tng-aibh-yuz 🗓️ Add it here! tinyurl.com/anticaus

🎉 The first edition of the "Causal Abstractions and Representations" workshop is here! 🇧🇷 Proudly hosted by @auai.org, we'll be in Rio de Janeiro on July 25, 2025. 🔨 Check out our invited speakers and the call for papers: we can't wait to see your submissions! 🌐 sites.google.com/view/car-25/

Sure! Here's your post to advertise the next Causal Club talk: 🤖 Tomorrow, Nina Corvelo Benz from MPI-SWS will present her work on counterfactual token generation in LLMs! 🤌 See you in Pisa on March 28 at 16:00 (CET) or live at meet.google.com/tng-aibh-yuz 🗓️ Add it here: tinyurl.com/ctgllms

to all reviewers who kindly accepted the invitation to review for #UAI2025 🙏, you can do it! one more push! 🦾 and if you have trouble submitting your reviews by Monday 24th AoE... please contact ⚡ immediately ⚡ your area chair!

Time for the next Causal Club speaker! ⏳ Mouad El Bouchattaoui (Paris-Saclay University) will present a novel method for conterfactual regression over time (openreview.net/pdf?id=bKOZY...). 🤌 See you in Pisa on March 21 at 16:00 (CET) or live at meet.google.com/tng-aibh-yuz

me trying to contribute to the research project out of my area of expertise

⏰ Happening today at 4PM! 🎥 See you online at meet.google.com/tng-aibh-yuz

The second appointment of the year for the Causal Club will feature algorithmic recourse, time, causality, and pizza*! 🍕 See you on Friday! 🎉 *slices for in-presence participants only, as we are still waiting for food teleportation through Google Meet

⏰ Don't miss Mátyás talk today at 3PM! 🎥 See you online meet.google.com/cqt-ufji-xfz 🤌 ...or live in the CS Department of the University of Pisa!

Here's a talk you can't miss! 🔨 Next Friday, @matyasch.bsky.social will discuss how to efficiently estimate causal effects on large unknown graphs. 🤌 See you in Pisa on March 7 at 15:00 (CET) or live at meet.google.com/cqt-ufji-xfz 🗓️ Click here to add it to your calendar: tinyurl.com/snapcausclub

⚠️ Are a few days more what you need to deliver the perfect workshop proposal? 🗓️ We got you! We just extended the call for workshop proposals to March 7, 2025. 🇧🇷 Don't miss it, and see you in Rio! 🌐 As always, details at www.auai.org/uai2025/call...

Are you in Philly for @realaaai.bsky.social 2025, and still do not know what oral to attend? Do not worry. Also, ML models do not know many things. Check what they know they don't know with Salvatore Ruggieri, who will present our joint work in the senior track morning session on Friday!

⏰ Last days for submitting your workshop proposal at #UAI2025! 🇧🇷 If you don't want to miss Rio de Janeiro in July, don't skip the submission deadline on February 28th! 🌐 Instructions for the submission are online at www.auai.org/uai2025/call...

Congratulations to "my" first PhD student Dr. @rmassidda.it who defended today at the University of Pisa *with honours* a thesis on "Methodological Advancements for Causal Abstraction Learning" 🎉 Riccardo is an amazing @ellis.eu PhD co-supervised w/ Davide Bacciu @ellisamsterdam.bsky.social

Do you want to estimate causal effects for a small set of target variables without knowing the causal graph, but discovering it takes too long? Now you can get adjustment sets in a SNAP🫰accepted at #aistats2025! 📜 arxiv.org/abs/2502.07857 🧩 matyasch.github.io/snap/ 🧵 1/10

Have you worked recently on a cool topic 📚 and now you think it is time to teach it to the whole #UAI2025 community 🗣️? If so, submit a proposal to give a #Tutorial in #Rio 🇧🇷! 👉 www.auai.org/uai2025/call... 🕓 deadline: Apr 14, 2025

💪 Well done to each one of you who managed to submit one of the ✨750 papers✨ we received! 😍 You deserve to rest and take a vacation 🛌 ⛵! (and even if you did not manage to submit in the end, you did well by trying to push 🦾)

Last days for submitting to #UAI2025! The deadline is Feb 10 23:59 AoE 💥 We welcome papers in #uncertainty #AI #ML #causality #CausalSky #statML #probabilisticmodels #reasoning #impreciseprobabilities #neurosymbolic and other topics

One more week to wrap-up and polish that sweet submission on #uncertainty #probabilistic #causal #ML #AI you were working on for a while! You can do it! 🦾

🎊 Happy new year folks! 🎊 👀 ready to start working on that paper deadline? 👀

just flexing our meeting with a Nobel prize winner

this thread has clear hints on how a community-driven open network could be more spam resistant compared to alternatives resorting to centralized moderation

Yesterday the Amsterdam Causality Meeting took place at LAB42, hosted by @ellisamsterdam.bsky.social and co-organized by @smaglia.bsky.social 💥 We attended inspiring talks by @rmassidda.it , currently visiting AMLab, and @phillip-lippe.bsky.social 🤩 👩‍💻 Slides: amscausality.github.io/upcoming/ 👩‍💻

who needs to keep track of all the profiles of conferences in #AI and #ML on 🦋? go.bsky.app/SZEr8Jf

if you ever wondered how to concisely represent causal models, don’t miss my talk on causal abstraction tomorrow at @ellisamsterdam.bsky.social

The 41st Conference on #Uncertainty in #AI will be held in Rio de Janeiro 🇧🇷, July 21-25! The CfP is out 👉 www.auai.org/uai2025/call... 🚨 Feb 10: Paper submission 🗣️ Apr 3-10: rebuttal period 🎉/💀 May 6: Author notification #UAI2025 #ML #stats #learning #reasoning #uncertainty

We are the premier conference on #uncertainty in #AI and #ML since 1985 🧓 Hello, 🦋! Follow us to reduce uncertainty!

Historically, many people have believed that sources of power, like the vote, access to education, and the printing press, should be restricted to only the rich and powerful. Today, some want you to believe that about data access. Opening data access is less of a societal threat than closing it.