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A Maximum Matching Algorithm for Basis Selection in Spectral Learning


Jun 09, 2017
Ariadna Quattoni, Xavier Carreras, Matthias Gallé


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Structured Prediction with Output Embeddings for Semantic Image Annotation


Sep 07, 2015
Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer

* 11 pages 

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Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison


Apr 10, 2015
Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni

* Accepted as a workshop contribution at ICLR 2015 

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Local Loss Optimization in Operator Models: A New Insight into Spectral Learning


Jun 27, 2012
Borja Balle, Ariadna Quattoni, Xavier Carreras

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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