Search Machine Learning Repository:
All publications by Francisco Pereira
authors venues years



Gaussian Process Classification and Active Learning with Multiple Annotators
Filipe Rodrigues, Francisco Pereira and Bernardete Ribeiro
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A systematic approach to extracting semantic information from functional MRI data
Francisco Pereira and Matthew Botvinick
Advances in Neural Information Processing Systems 25, 2012


Closed-form supervised dimensionality reduction with generalized linear models
Irina Rish, Genady Grabarnik, Guillermo A. Cecchi, Francisco Pereira and Geoffrey J. Gordon
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


The support vector decomposition machine
Francisco Pereira and Geoffrey J. Gordon
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Detecting Significant Multidimensional Spatial Clusters
Daniel B. Neill, Andrew W. Moore, Francisco Pereira and Tom M. Mitchell
Advances in Neural Information Processing Systems 17, 2004