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A Bioinspired Approach to Vision. . Towards Autonomous Robotic Systems (TAROS). :40-52.. 2016.
iCub Visual Memory Inspector: Visualising the iCub’s Thoughts.. In Living Machines V:Biomimetic and Biohybrid Systems . :48-57... 2016.
An integrated probabilistic framework for robot perception, learning and memory.. IEEE International Conference on Robotics and Biomimetics (ROBIO). .. 2016.
Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis. arXiv:1604.04939v1.. 2016.
Recurrent Gaussian Processes. arXiv preprint arXiv:1511.06644... 2016.
Variational Auto-encoded Deep Gaussian Processes.. International Conference on Learning Representations.. 2016.
Manifold Alignment Determination. NIPS workshop on Multi-Modal Machine Learning.. 2015.
Semi-described and semi-supervised learning with Gaussian processes.. Uncertainty in Artificial Intelligence (UAI).. 2015.
A Top-Down Approach for a Synthetic Autobiographical Memory System.. Living Machines 2015: the 4th international conference in Biomimetic and Biohybrid Systems.. Biomimetic and Biohybrid Systems. Springer International Publishing.:280-292.. 2015.
Gaussian Process Models with Parallelization and GPU acceleration.. NIPS 2014. Workshop on Modern non-parametrics: automating the learning pipeline. 2014.