Andreas Damianou

Variational Information Distillation for Knowledge Transfer

Sungsoo Ahn, Shell Xu Hu, Andreas Damianou et al. · 2019 · 656 citations

Computing, Computer Science, Educational Technology +15

Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling

Paris Perdikaris, Maziar Raissi, Andreas Damianou et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2017 · 437 citations · Full text

Computing, Computational Engineering, Machine Learning +11

Deep Gaussian Processes

Andreas Damianou, Neil D. Lawrence · arXiv (Cornell University) · 2012 · 274 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +16

Variational inference for latent variables and uncertain inputs in Gaussian processes

Andreas Damianou, Michalis K. Titsias, Neil D. Lawrence · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 2016 · 113 citations · Full text

Computing, Computer Science, Machine Learning +16

Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

Shell Xu Hu, Pablo García Moreno, Yang Xiao et al. · arXiv (Cornell University) · 2020 · 81 citations · Full text

Computing, Computer Science, Computer Vision +16