🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

🚨New round of recruiting! Join our growing team to bridge ML models with interpretable domain expertise. Learn more: neuroexplicit.org Apply by Jan 7

🚀 Exciting News! 📚 Unveiling our latest Paper: "Concept-based Explainable Artificial Intelligence: A Survey" Delve into the world of #Concept-based #XAI with our comprehensive review of concept-based approaches! 🌐 Gabriele Ciravegna Eliana Pastor arxiv.org/abs/2312.12936

Every time I get *yet another* rejection of my work analyzing existing models/datasets (because it "lacks novelty"), I worry that our obsession with novelty in ML will make us repeat the same mistakes, without ever understanding why.

Our community-led ML Theory Group is looking forward to hosting Petar Veličković, Research Scientist at Google DeepMind, next week on Thursday, April 25th for a presentation on "Categorical Deep Learning. An Algebraic Theory of Architectures." Learn more: cohere.com/events/c4ai-Pe…

This Thursday, check out the presentation on "LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language" with James Requeima! Learn more: cohere.com/events/cohere-… Thank you Anier Velasco Sotomayor & Martina Vilas for organizing this talk! 👏

I’ll be presenting this work next week at #ICML👇 Come by or send a DM if you are interested in discussing these topics in Vienna! 📌 Hall C 4-9 #3004 🕜 Tuesday, July 23rd, at 11:30 a.m. - 1:00 pm CEST

August 24th Martina Vilas , will be giving an exciting presentation with our community-led NLP group on "Probing the representations and capacities of Vision-Language Models," be sure to check it out! 🤩 Learn more: cohere.com/events/cohere-…

Applications for Cohere For AI scholars program close tomorrow. Something special about the program is our commitment that a research scientist or engineer will read every application.

✨Be sure to join us tomorrow! This is going to be really fun :) Our speakers will be pitching ideas from a wide range of ML sub-fields : ML theory, NLP interpretability, ML fairness and ML + Physical Sciences ✨

Super excited to start this mini cohort on geometric deep learning!!! The question about “why use convolutions instead of something else?” is actually one of the questions I wondered myself, that eventually led me to learn about GDL.

Less than three days to go for the eXCV Workshop at #ECCV2024! Join us on Sunday from 14:00-18:00 in Brown 1 to hear about the state of XAI research from an exciting lineup of speakers! Olga Russakovsky, Rene Vidal, Sunnie S. Y. Kim ☀️, Yossi Gandelsman, Zeynep Akata European Conference on Computer Vision #ECCV2026 (1/4)

Happening now! Visit Matteo Tiezzi and me at the European Conference on Computer Vision #ECCV2026 #hcv workshop if you are interested in visual #attention models and human-inspired #XAI MaD Lab FAU Erlangen-Nbg expert.ai TU München Goethe-Universität IIT PAVIS IIT Helmholtz Munich | @HelmholtzMunich Bjoern Eskofier Gemma Roig

I’m also on Bluesky now 🦋martinagvilas.bsky.social

December 5th, join Mathilde Papillon🦋 mathildepapillon .bsky .social and our ML Theory group as they dive into "Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures." 🤔

We will be presenting this 💫 spotlight 💫 paper at #ICLR2025. Come say hi or DM me if you're interested in discussing AI #interpretability in Singapore! 📆 Poster Session 4 (#530) 🕰️ Fri 25 Apr. 3:00-5:30 PM 📝 openreview.net/forum?id=QogcG… 📊 iclr.cc/virtual/2025/p…

I'm very excited that this work was accepted for an oral presentation NAACL! Come by at 10:45 on Thursday to hear how we can use mechanistic interpretability to better understand how LLMs incorporate context when answering questions.

Excited to have joined Microsoft Research in Redmond as a PhD intern with the AI Frontiers Evaluation and Understanding team! This summer I'll be working on the interpretability of AI reasoning models, exploring how we can better understand, assess and control their behavior 💻🧠