
Guillaume Lajoie
@g_lajoie_
Associate Prof. @UMontreal Math & Stats and @MILAMontreal, @ai_unique Applied Math, AI, Computational Neuroscience, Neural Interfacing
ID: 1072220386237009921
https://www.guillaumelajoie.com 10-12-2018 20:03:55
593 Tweet
1,1K Followers
224 Following






1/5 Very excited to announce our new paper that formally defines compositionality, giving us theoretical insight into what it actually is and helping us build it into AI models. This was work with Thomas Jiralerspong, Yoshua Bengio, and Guillaume Lajoie. arxiv.org/abs/2410.14817…


Compositional representations are a key attributes of intelligent systems that generalize well. An issue is that there is no robust way to quantify compositionality. Below is our attempt at such a quantifiable measurement. w/ Eric Elmoznino Thomas Jiralerspong Yoshua Bengio



Roman Pogodin Arna Ghosh Blake Richards Mila - Institut québécois d'IA I’m thrilled to announce I’ll be joining University of Leeds School of Computing to work on resource efficient AI and theories of biological intelligence! If you’re interested in work like this, I’ll be recruiting PhD students and postdocs. Please reach out or forward this on! 12/12


Long time coming. A very cool project that showcases the advantages of single neuron adaptation in RNNs. #PLOSCompBio: Neural networks with optimized single-neuron adaptation uncover biologically plausible regulari ... dx.plos.org/10.1371/journa… Props to Victor Geadah and co-authors

Talk by Guillaume Lajoie at the Montreal AI and Neuroscience (MAIN) Conference on credit assignment in neural networks without plasticity. #neuroscience #neuroAI #AI #compneuro youtube.com/watch?v=CvCqz5…



