Late announcement due to JMLR reviews and AC duties for NeurIPS. Florian Peter Busch will present our work on scaling causal inference to large scale real world data sets using probabilistic circuits at PGM 2024. Very excited for this line of research. Paper: raw.githubusercontent.com/mlresearch/v24…

Our Continual Causality Bridge is going into its 3rd edition at AAAI-25 AAAI ! 🎉 Join us for a spectacular 2 days of continual learning & causality by submitting your original 4 page work (for proceedings or non-archival tracks) until Nov 25 AOE! continualcausality.org/cfp/

The first “ConCon” challenge, tackling continual confounding, has just been launched!💡 Submit 3-page reports (non-archival) as part of the third Cont. Causal. Bridge at AAAI@2025. (Early deadline is Dec 6, 2024 AoE) Check out the full announcement here: continualcausality.org/challenge/

⏰ Reminder: our Continual Causality Bridge remains open until January 7th for submission to our *non-archival* & *challenge* track! This means you can still submit related previously published works & novel early ideas for presentation & feedback 🔥 continualcausality.org/cfp/

🔥"Where is the Truth? The Risk of Getting Confounded in a Continual World" got a spotlight poster ICML Conference ! arxiv.org/abs/2402.06434 -> we introduce continual confounding + the ConCon dataset, where confounders over time render continual knowledge accumulation insufficient⬇️

Not at #ICML2025 myself, but Florian & Roshni are presenting our spotlight poster on continual confounding + our respective ConCon dataset on Thursday 17 Jul 4:30 pm - 7 pm PDT in East Exhibition Hall A-B: E-3309 icml.cc/virtual/2025/p… Please talk to them! :) Details below ⬇️