Bruno Gavranovic

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Unsupervised Learning

Weakly Supervised

Top Venues

Publications

Bruno Gavranovic
Fundamental Components of Deep Learning: A category-theoretic approach. CoRR (2024)
Bruno Gavranovic, Paul Lessard, Andrew Dudzik, Tamara von Glehn, João G. M. Araújo, Petar Velickovic
Categorical Deep Learning: An Algebraic Theory of Architectures. CoRR (2024)
Geoffrey S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
Deep Learning with Parametric Lenses. CoRR (2024)
Matteo Capucci, Bruno Gavranovic, Abdullah Malik, Francisco Rios, Jonathan Weinberger
On a fibrational construction for optics, lenses, and Dialectica categories. CoRR (2024)
Bruno Gavranovic, Mattia Villani
Graph Convolutional Neural Networks as Parametric CoKleisli morphisms. CoRR (2022)
Bruno Gavranovic
Space-time tradeoffs of lenses and optics via higher category theory. CoRR (2022)
Geoffrey S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
Categorical Foundations of Gradient-Based Learning. ESOP (2022)
Matteo Capucci, Bruno Gavranovic, Jules Hedges, Eigil Fjeldgren Rischel
Towards Foundations of Categorical Cybernetics. ACT (2021)
Geoff S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
Categorical Foundations of Gradient-Based Learning. CoRR (2021)
Dan Shiebler, Bruno Gavranovic, Paul W. Wilson
Category Theory in Machine Learning. CoRR (2021)
Robert Atkey, Bruno Gavranovic, Neil Ghani, Clemens Kupke, Jérémy Ledent, Fredrik Nordvall Forsberg
Compositional Game Theory, Compositionally. ACT (2020)
Bruno Gavranovic
Compositional Deep Learning. CoRR (2019)
Bruno Gavranovic
Learning Functors using Gradient Descent. ACT (2019)