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All publications by Borja Balle
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Spectral Regularization for Max-Margin Sequence Tagging
Ariadna Quattoni, Borja Balle, Xavier Carreras and Amir Globerson
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison
Borja Balle, William Hamilton and Joelle Pineau
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Spectral Learning of General Weighted Automata via Constrained Matrix Completion
Borja Balle and Mehryar Mohri
Advances in Neural Information Processing Systems 25, 2012


Local Loss Optimization in Operator Models: A New Insight into Spectral Learning
Borja Balle, Ariadna Quattoni and Xavier Carreras
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012