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All publications by Arthur D. Szlam
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Structured sparse coding via lateral inhibition
Arthur D. Szlam, Karol Gregor and Yann L. Cun
Advances in Neural Information Processing Systems 24, 2011


Total Variation, Cheeger Cuts
Xavier Bresson and Arthur D. Szlam
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Discriminative {\it k}-metrics
Guillermo Sapiro and Arthur D. Szlam
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Regularization on Graphs with Function-adapted Diffusion Processes
Arthur D. Szlam, Mauro Maggioni and Ronald R. Coifman
Journal of Machine Learning Research, 2008