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All publications by Alfredo Kalaitzis
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The Bigraphical Lasso
Alfredo Kalaitzis, John Lafferty, Neil Lawrence and Shuheng Zhou
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Flexible sampling of discrete data correlations without the marginal distributions
Alfredo Kalaitzis and Ricardo Silva
Advances in Neural Information Processing Systems 26, 2013


Residual Component Analysis: Generalising PCA for more flexible inference in linear-Gaussian models
Alfredo Kalaitzis and Neil D. Lawrence
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012