Eleonora Giunchiglia

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 ☕👇

@emilevankrieken.com @pascalhitzler.bsky.social @lgilpin.bsky.social

⏳⏳⏳ 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! 🌟

@andreapasserini.bsky.social @emilevankrieken.com @neuralnoise.com @pascalhitzler.bsky.social @arturgarcez.bsky.social @imperial-ix.bsky.social
@imperialeee.bsky.social

If you made it this far, you're probably really into constraint-aware models 😄

Don’t miss the new paper by @nolovedeeplearning.bsky.social et al!
👉https://arxiv.org/abs/2503.19466

It proposes a probabilistic layer ensuring satisfaction of algebraic constraints over continuous variables—cool stuff!

🗓️ 𝐂𝐮𝐫𝐢𝐨𝐮𝐬? Come chat with us at 𝐇𝐚𝐥𝐥 𝟑 + 𝐇𝐚𝐥𝐥 𝟐𝐁, 𝐏𝐨𝐬𝐭𝐞𝐫 #𝟏𝟕𝟐 on 𝐀𝐩𝐫𝐢𝐥 𝟐𝟔𝐭𝐡!

Link to paper: arxiv.org/pdf/2502.18237

🔍
We applied this to tabular data generation, showing our models not only satisfy the constraints, but also produce more realistic datapoints and 𝐨𝐮𝐭𝐩𝐞𝐫𝐟𝐨𝐫𝐦 𝐮𝐧𝐜𝐨𝐧𝐬𝐭𝐫𝐚𝐢𝐧𝐞𝐝 𝐛𝐚𝐬𝐞𝐥𝐢𝐧𝐞𝐬.

🚨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!

📩 Interested? Apply now: e.giunchiglia@imperial.ac.uk

📌 Use [PhD Application] in the email subject

@imperial-ix.bsky.social @imperialeee.bsky.social @imperialcollegeldn.bsky.social @nesyconf.org

[3/3]

📢 What’s included?

✅ Full scholarship for UK/EU citizens with (pre-)settled status
✅ Industry collaboration: 3-month internship with our partner company
✅ Be part of a world-class research environment 🌍

[2/3]

🚀 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 🙌

@neuralnoise.com @pascalhitzler.bsky.social @lucderaedt.bsky.social @guyvdb.bsky.social @emilevankrieken.com @sbadredd.bsky.social @ema-ridopoco.bsky.social @nolovedeeplearning.bsky.social @arturgarcez.bsky.social @michaelcochez.bsky.social @tarekbesold.bsky.social @garymarcus.bsky.social

Track Editors:

Alessandro Abate, University of Oxford, U.K.
Eleonora Giunchiglia, Imperial College London, U.K.
Bettina Könighofer, Graz University of Technology, Austria
Luca Pasa, University of Padova, Italy
Matteo Zavatteri, University of Padova, Italy

🔔 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

Imperial students tackle vaccine hesitancy during the Hackathon | Imperial News | Imperial College London Students harnessed Fetch.ai’s agents technology to address vaccine hesitancy during a two-day Hackathon at I-X.

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/...