PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Miguel Lazaro-Gredilla

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Number of EPrints submitted by this user: 5

Inter-domain Gaussian processes for sparse inference using inducing features
Miguel Lazaro-Gredilla and Aníbal R. Figueiras-Vidal
In: Advances in Neural Information Processing Systems (NIPS), 7-10 Dec 2009, Vancouver, Canada.

Overlapping Mixtures of Gaussian Processes for the Data Association Problem
Miguel Lazaro-Gredilla, Steven Van Vaerenbergh and Neil Lawrence
(2010) Technical Report. Universidad Carlos III de Madrid.

Variational Heteroscedastic Gaussian Process Regression
Miguel Lazaro-Gredilla and Michalis Titsias
In: International Conference on Machine Learning, 28 Jun - 02 Jul, Bellevue, USA.

Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning
Michalis Titsias and Miguel Lazaro-Gredilla
In: NIPS 2011, 12-17 Dec 2011, Granada, Spain.

Bayesian Warped Gaussian Processes
Miguel Lazaro-Gredilla
In: Advances in Neural Information Processing Systems (NIPS), Lake Tahoe, NV, USA(2012).