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All publications by Alexandre D'aspremont
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Mean Reversion with a Variance Threshold
Marco Cuturi and Alexandre D'aspremont
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


White Functionals for Anomaly Detection in Dynamical Systems
Marco Cuturi, Jean-philippe Vert and Alexandre D'aspremont
Advances in Neural Information Processing Systems 22, 2009


Optimal Solutions for Sparse Principal Component Analysis
Alexandre D'aspremont, Laurent E. Ghaoui and Francis R. Bach
Journal of Machine Learning Research, 2008


Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data
Onureena Banerjee, Laurent E. Ghaoui and Alexandre D'aspremont
Journal of Machine Learning Research, 2008


Full regularization path for sparse principal component analysis
Alexandre D'aspremont, Francis R. Bach and Laurent E. Ghaoui
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Support Vector Machine Classification with Indefinite Kernels
Ronny Luss and Alexandre D'aspremont
Advances in Neural Information Processing Systems 20, 2007


Convex optimization techniques for fitting sparse Gaussian graphical models
Onureena Banerjee, Laurent E. Ghaoui, Alexandre D'aspremont and Georges Natsoulis
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


A Direct Formulation for Sparse PCA Using Semidefinite Programming
Alexandre D'aspremont, Laurent E. Ghaoui, Michael I. Jordan and Gert R. Lanckriet
Advances in Neural Information Processing Systems 17, 2004