Lenses and Learners

5 March 2019

Papers citing "Lenses and Learners"

9 / 9 papers shown

Title
Deep Learning with Parametric Lenses Geoffrey S. H. Cruttwell Bruno Gavranović Neil Ghani Paul W. Wilson Fabio Zanasi 33 2 0 30 Mar 2024
Pooling Image Datasets With Multiple Covariate Shift and Imbalance Sotirios Panagiotis Chytas Vishnu Suresh Lokhande Peiran Li Vikas Singh OOD 38 0 0 05 Mar 2024
Space-time tradeoffs of lenses and optics via higher category theory Bruno Gavranović 18 5 0 19 Sep 2022
A Probabilistic Generative Model of Free Categories Eli Sennesh T. Xu Y. Maruyama 16 0 0 09 May 2022
Compositional Active Inference I: Bayesian Lenses. Statistical Games T. S. C. Smithe 28 13 0 09 Sep 2021
Category Theory in Machine Learning Dan Shiebler Bruno Gavranović Paul W. Wilson 24 31 0 13 Jun 2021
Categorical Foundations of Gradient-Based Learning Geoffrey S. H. Cruttwell Bruno Gavranović Neil Ghani Paul W. Wilson Fabio Zanasi FedML 23 70 0 02 Mar 2021
Categorical Stochastic Processes and Likelihood Dan Shiebler 11 9 0 10 May 2020
Backprop as Functor: A compositional perspective on supervised learning Brendan Fong David I. Spivak Rémy Tuyéras 41 93 0 28 Nov 2017