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All publications by Neil Houlsby
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Cold-start Active Learning with Robust Ordinal Matrix Factorization
Neil Houlsby, Jose M. Hernandez-lobato and Zoubin Ghahramani
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Probabilistic Matrix Factorization with Non-random Missing Data
Jose M. Hernandez-lobato, Neil Houlsby and Zoubin Ghahramani
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Stochastic Inference for Scalable Probabilistic Modeling of Binary Matrices
Jose M. Hernandez-lobato, Neil Houlsby and Zoubin Ghahramani
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A Filtering Approach to Stochastic Variational Inference
Neil Houlsby and David Blei
Advances in Neural Information Processing Systems 27, 2014


Collaborative Gaussian Processes for Preference Learning
Neil Houlsby, Ferenc Huszar, Zoubin Ghahramani and Jose M. Hernández-lobato
Advances in Neural Information Processing Systems 25, 2012