Samy Badreddine @sbadredd.bsky.social · 03/12/2025Emile will present our work on Knowledge Graph Embeddings at Eurips' Salon des Refusés on Friday! We show how linearity prevent KGEs from scaling to larger graphs + propose a simple solution using a Mixture of Softmaxes (see LLM literature) to break the limitations at a low parameter cost. 🔨 031
Reposted by Samy BadreddineEmile van Krieken @emilevankrieken.com · 28/11/2025Almost off to @euripsconf.bsky.social in Copenhagen 🇩🇰 🇪🇺! I'll present 3 posters: 🧠 Neurosymbolic Diffusion Models: Thursday's poster session. Going to NeurIPS? @edoardo-ponti.bsky.social and @nolovedeeplearning.bsky.social will present the paper in San Diego Thu 13:00 arxiv.org/abs/2505.13138 1223
Reposted by Samy BadreddineNeSy 2026 Conference @nesyconf.org · 09/09/2025We're glad to announce the NeSy 2025 Test of Time award for "Probabilistic Inference Modulo Theories"! 🏆Rodrigo de Salvo Braz was here to accept the award. This is groundwork for recent NeSy approaches like DeepSeaProbLog and the probabilistic algebraic layer. 165
Samy Badreddine @sbadredd.bsky.social · 09/09/2025🎉 Check out our IJCAI'25 paper on Explainable link prediction in KGs 🔗✨ We use a path-based RL model to generate explanations for predictions. We do so by rewarding path properties that make good explanations 〰️ Great work led by Susana Nunes & @catiapesquita.bsky.social 👏 👉 arxiv.org/pdf/2509.02276 010
Samy Badreddine @sbadredd.bsky.social · 12/06/2025☀️ I will be in Edinburgh this summer (Jun-Aug) at @edinburgh-uni.bsky.social, visiting the group of Antonio Vergari (@nolovedeeplearning.bsky.social) to work on #neurosymbolic #AI and #probabilistic #ML If you are around and want to chat about these topics, let's meet for coffee! 041
Reposted by Samy BadreddineEmile van Krieken @emilevankrieken.com · 21/05/2025We propose Neurosymbolic Diffusion Models! We find diffusion is especially compelling for neurosymbolic approaches, combining powerful multimodal understanding with symbolic reasoning 🚀 Read more 👇 49327
Reposted by Samy Badreddineantonio vergari ⚔️ short-circuiting @nolovedeeplearning.bsky.social · 24/05/2025🗓️ Deadline extended: 💥2nd June 2025!💥 We are looking forward to your works on: 🔌 #circuits and #tensor #networks 🕸️ ⏳ normalizing #flows 💨 ⚖️ scaling #NeSy #AI 🦕 🚅 fast and #reliable inference 🔍 ...& more! please share 🙏 01912
Reposted by Samy BadreddineEleonora Giunchiglia @e-giunchiglia.bsky.social · 16/12/2024🔔 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, 2025jair.org Integration of Logical Constraints in Deep Learning | Journal of Artificial Intelligence Research 32512