| 2020 | AISTATS | Doubly Sparse Variational Gaussian Processes. | Vincent Adam, Stefanos Eleftheriadis, Artem Artemev, Nicolas Durrande, James Hensman |
| 2019 | AISTATS | Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era. | Nicolas Durrande, Vincent Adam, Lucas Bordeaux, Stefanos Eleftheriadis, James Hensman |
| 2018 | AISTATS | Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models. | Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman |
| 2017 | ICCV | DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding. | Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Bjrn W. Schuller, Maja Pantic |
| 2016 | ACCV | Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units. | Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic |
| 2016 | CVPR | Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis. | Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic |
| 2015 | ICCV | Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection. | Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic |
| 2014 | ISVC | View-Constrained Latent Variable Model for Multi-view Facial Expression Classification. | Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic |
| 2013 | ISVC | Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition. | Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic |