| Categorical foundations of gradient-based learning GSH Cruttwell, B Gavranović, N Ghani, P Wilson, F Zanasi European Symposium on Programming, 1-28, 2022 | 76* | 2022 |
| Category theory in machine learning D Shiebler, B Gavranović, P Wilson arXiv preprint arXiv:2106.07032, 2021 | 43 | 2021 |
| Towards foundations of categorical cybernetics M Capucci, B Gavranović, J Hedges, EF Rischel arXiv preprint arXiv:2105.06332, 2021 | 41 | 2021 |
| Actegories for the working amthematician M Capucci, B Gavranović arXiv preprint arXiv:2203.16351, 2022 | 10 | 2022 |
| Compositional deep learning B Gavranovic arXiv preprint arXiv:1907.08292, 2019 | 9 | 2019 |
| Learning functors using gradient descent B Gavranović arXiv preprint arXiv:2009.06837, 2020 | 8 | 2020 |
| Fibre optics D Braithwaite, M Capucci, B Gavranović, J Hedges, EF Rischel arXiv preprint arXiv:2112.11145, 2021 | 6 | 2021 |
| Categorical deep learning: An algebraic theory of architectures B Gavranović, P Lessard, A Dudzik, T von Glehn, JGM Araújo, ... arXiv preprint arXiv:2402.15332, 2024 | 5 | 2024 |
| Space-time tradeoffs of lenses and optics via higher category theory B Gavranović arXiv preprint arXiv:2209.09351, 2022 | 4 | 2022 |
| Compositional game theory, compositionally R Atkey, B Gavranović, N Ghani, C Kupke, J Ledent, FN Forsberg arXiv preprint arXiv:2101.12045, 2021 | 4 | 2021 |
| Parameterized Categories and Categories by Proxy M Capucci, B Gavranović, TSC Smithe Category Theory 2021, 2021 | 4 | 2021 |
| Fundamental Components of Deep Learning: A category-theoretic approach B Gavranović arXiv preprint arXiv:2403.13001, 2024 | 2 | 2024 |
| Graph Convolutional Neural Networks as Parametric CoKleisli morphisms B Gavranović, M Villani arXiv preprint arXiv:2212.00542, 2022 | 1 | 2022 |
| Deep Learning with Parametric Lenses GSH Cruttwell, B Gavranovic, N Ghani, P Wilson, F Zanasi arXiv preprint arXiv:2404.00408, 2024 | | 2024 |
| On a fibrational construction for optics, lenses, and Dialectica categories M Capucci, B Gavranović, A Malik, F Rios, J Weinberger arXiv preprint arXiv:2403.16388, 2024 | | 2024 |
| Computer Forensics course-seminar paper Faculty of Electrical Engineering and Computing University of Zagreb, Croatia January 26, 2018 B Gavranovic | | 2018 |
| Automatic differentiation B Gavranovic | | 2017 |
| Primjena modela dubokog učenja za analizu sentimenta B Gavranović University of Zagreb. Faculty of Electrical Engineering and Computing, 2016 | | 2016 |
| Position: Categorical Deep Learning is an Algebraic Theory of All Architectures B Gavranović, P Lessard, AJ Dudzik, T von Glehn, JGM Araújo, ... Forty-first International Conference on Machine Learning, 0 | | |
| Semantic Textual Similarity Using SVM and Deep Learning B Gavranovic, N Miculinic, S Mikulic Text Analysis and Retrieval 2017 Course Project Reports, 24, 0 | | |
