Bruno Gavranovic

14 papers A* 1A 1B 1Journal 8Unranked 3

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