Eleftheriadis, Stefanos

8 publications

NeurIPSW 2024 Inverse-Free Sparse Variational Gaussian Processes Stefano Cortinovis, Laurence Aitchison, James Hensman, Stefanos Eleftheriadis, Mark van der Wilk

AISTATS 2020 Doubly Sparse Variational Gaussian Processes Vincent Adam, Stefanos Eleftheriadis, Artem Artemev, Nicolas Durrande, James Hensman

AISTATS 2019 Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era Nicolas Durrande, Vincent Adam, Lucas Bordeaux, Stefanos Eleftheriadis, James Hensman

AISTATS 2018 Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman

ICCV 2017 DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Bjorn Schuller, Maja Pantic

NeurIPS 2017 Identification of Gaussian Process State Space Models Stefanos Eleftheriadis, Tom Nicholson, Marc Deisenroth, James Hensman

CVPRW 2016 Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic

ICCV 2015 Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic