Organising NeSy 2025 together with some of my favourite people (@e-giunchiglia.bsky.social @lgilpin.bsky.social @pascalhitzler.bsky.social) really was a dream. Super proud of what we've achieved! See you next year 😘

If you're around London (or online!) tomorrow, don’t miss this — @nolovedeeplearning.bsky.social will be talking about #neurosymbolic #AI, #reliability, and #reasoning at @imperialcollegeldn.bsky.social and @imperial-ix.bsky.social ⚡️ Come along, tune in, or ping him for a coffee ☕👇

⏳⏳⏳ One more day to the NeSy abstract submission! Don't miss it! Full timeline at: 2025.nesyconf.org/call-for-pap...

🚨🚨 Last I-X Seminar of the Year! Don’t miss Dr Antonio Vergari (@nolovedeeplearning.bsky.social) on Logically-Consistent Deep Learning — a crucial topic at the intersection of logic & neural networks! 🌟

🚨New at #ICLR: we introduce the first ever 𝐥𝐚𝐲𝐞𝐫 that makes 𝐚𝐧𝐲 neural network 𝐜𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐭 𝐛𝐲 𝐝𝐞𝐬𝐢𝐠𝐧 with constraints expressed as 𝐝𝐢𝐬𝐣𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐬 𝐨𝐟 𝐥𝐢𝐧𝐞𝐚𝐫 𝐢𝐧𝐞𝐪𝐮𝐚𝐥𝐢𝐭𝐢𝐞𝐬—even if they define 𝐧𝐨𝐧-𝐜𝐨𝐧𝐯𝐞𝐱 𝐬𝐩𝐚𝐜𝐞𝐬!

🌟absolutely unmissable event! 🌟 Don’t forget to register!!

Join us for our next I-X seminar with Professor Tim Rocktäschel (UCL & Google DeepMind) titled "Open-Endedness and General Intelligence". 🕓 13:30 - 14:30 (GMT) 📅 Thursday, 3 April 📍 Hybrid (White City Campus / MS Teams) 🔗Register now: ix.imperial.ac.uk/event/i-x-se... @e-giunchiglia.bsky.social

🙌 Don’t forget to register!!!

🙌🏻 NeSy Confence = Amazing Speakers!!! 🙌🏻 ⏳Do not forget to submit your abstract before the deadline!

🚀 Fully funded PhD in Neurosymbolic AI for Finance 💰🤖 🔍 Work at Imperial College London on cutting-edge AI for financial applications! [1/3]

🦕 Special track at NeSy dedicated to KGs and Ontologies!! Have a look 🙌

🔔 Are you working on informed-ML, Neuro-symbolic AI or ML verification? 🙌 Our special track on the Journal of Artificial Intelligence Research (JAIR) about "Integration of Logical Constraints in Deep Learning" is the right venue for you! 🙌 CfP: www.jair.org/index.php/ja... Deadline: May 31, 2025

Neural Concept Binder @WolfStammer

Hello! The Department of Electrical and Electronic Engineering at @imperialcollegeldn.bsky.social has joined Bluesky 🦋 We'll be sharing research, education and community news, and upcoming Department events and opportunities. Staff, students, alumni and friends please give us a follow! 💙

📢 PhD funding opportunity! Dr Felipe Tobar (Department of Mathematics & I-X) is seeking PhD students to join his research group. The research areas include Gaussian processes, optimal transport, diffusion models, and time series. Apply through the CDTs: 🔗 CCMI: ccmi-cdt.org 🔗 StatML: statml.io

🦕 want to submit to the Nesy conference but you don’t know how? 🦕 Fear not! 🙌 Our call for papers is now online! Check it out!

📣 Does your model learn high-quality #concepts, or does it learn a #shortcut? Test it with our #NeurIPS2024 dataset & benchmark track paper! rsbench: A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts What's the deal with rsbench? 🧵

hi everyone!! let's try this optimal transport again 🙃

📢 Ready to shape the future of #AI? Apply for our MSc in Artificial Intelligence Applications and Innovation! Applications are open for 2025 academic year. The deadline for round one applications is Thursday, 16 January 2025. 🔗 Find out more and apply: ix.imperial.ac.uk/masters-prog...

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

This weekend, MSc and PhD students from @imperialcollegeldn.bsky.social and affiliated CDTs at King's College participated in a Hackathon organised by Fetch.ai Innovation Lab and hosted by I-X. The challenge was provided by Moderna, Imperial Business Partner. 🔗 www.imperial.ac.uk/news/258973/...

We analyzed the behavior of Gumbel softmax in complex stochastic computation graphs. It’s a combination of vanishing gradients and a tendency to fall into poor local minima, underutilizing available categories. We also have some ideas for improvements. proceedings.neurips.cc/paper/2021/h...

🦋 Imperial-X landed on BlueSky as well!!! 🦋 👉 Use this starter pack to stay updated with the AI research happening at Imperial!!! 🙌

Yeah, many people miss this: Gumbel softmax is not applicable when you want to branch! You can hack your way around it, but bias compounds very rapidly

A great resource to quickly follow the #NeSy folks. #NeuroSymbolicAI

🔥 Follow this page 👉 bsky.app/profile/nesy... to stay updated with the 2025 Neuro-symbolic AI conference 🦕🦕🦕

I made a starter pack with the people doing something related to Neurosymbolic AI that I could find. Let me know if I missed you! go.bsky.app/RMJ8q3i

My amazing collaborators @sbadredd.bsky.social and @e-giunchiglia.bsky.social have landed! We're working on a Python library for accessible Neurosymbolic Learning called ULLER, that we plan to release soon. White paper: arxiv.org/abs/2405.00532