Carreras, Xavier

15 publications

NeurIPSW 2022 Are Deep Sequence Classifiers Good at Non-Trivial Generalization? Francesco Cazzaro, Ariadna Quattoni, Xavier Carreras

AISTATS 2017 A Maximum Matching Algorithm for Basis Selection in Spectral Learning Ariadna Quattoni, Xavier Carreras, Matthias Gallé

ICLR 2015 Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni

MLJ 2014 Spectral Learning of Weighted Automata - A Forward-Backward Perspective Borja Balle, Xavier Carreras, Franco M. Luque, Ariadna Quattoni

ICML 2014 Spectral Regularization for Max-Margin Sequence Tagging Ariadna Quattoni, Borja Balle, Xavier Carreras, Amir Globerson

NeurIPS 2013 Unsupervised Spectral Learning of Finite State Transducers Raphael Bailly, Xavier Carreras, Ariadna Quattoni

ICML 2012 Local Loss Optimization in Operator Models: A New Insight into Spectral Learning Borja Balle, Ariadna Quattoni, Xavier Carreras

ECML-PKDD 2011 A Spectral Learning Algorithm for Finite State Transducers Borja Balle, Ariadna Quattoni, Xavier Carreras

ICML 2009 An Efficient Projection for L1,infinity Regularization Ariadna Quattoni, Xavier Carreras, Michael Collins, Trevor Darrell

JMLR 2008 Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks Michael Collins, Amir Globerson, Terry Koo, Xavier Carreras, Peter L. Bartlett

JAIR 2007 Combination Strategies for Semantic Role Labeling Mihai Surdeanu, Lluís Màrquez, Xavier Carreras, Pere Comas

ICML 2007 Exponentiated Gradient Algorithms for Log-Linear Structured Prediction Amir Globerson, Terry Koo, Xavier Carreras, Michael Collins

MLJ 2005 Filtering-Ranking Perceptron Learning for Partial Parsing Xavier Carreras, Lluís Màrquez, C. Jorge Castro

NeurIPS 2003 Online Learning via Global Feedback for Phrase Recognition Xavier Carreras, Lluís Màrquez

ECML-PKDD 2002 Learning and Inference for Clause Identification Xavier Carreras, Lluís Màrquez, Vasin Punyakanok, Dan Roth