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Alexandre d'Aspremont
Alexandre d'Aspremont
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Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data
O Banerjee, L El Ghaoui, A d'Aspremont
The Journal of Machine Learning Research 9, 485-516, 2008
17422008
A direct formulation for sparse PCA using semidefinite programming
A d'Aspremont, L Ghaoui, M Jordan, G Lanckriet
Advances in neural information processing systems 17, 2004
11492004
Phase recovery, maxcut and complex semidefinite programming
I Waldspurger, A d’Aspremont, S Mallat
Mathematical Programming 149 (1), 47-81, 2015
6242015
First-order methods for sparse covariance selection
A d'Aspremont, O Banerjee, L El Ghaoui
SIAM Journal on Matrix Analysis and Applications 30 (1), 56-66, 2008
4042008
Optimal Solutions for Sparse Principal Component Analysis.
A d'Aspremont, F Bach, L El Ghaoui
Journal of Machine Learning Research 9 (7), 2008
3942008
Smooth optimization with approximate gradient
A d'Aspremont
SIAM Journal on Optimization 19 (3), 1171-1183, 2008
2132008
Convex optimization techniques for fitting sparse Gaussian graphical models
O Banerjee, LE Ghaoui, A d'Aspremont, G Natsoulis
Proceedings of the 23rd international conference on Machine learning, 89-96, 2006
2102006
Relaxations and randomized methods for nonconvex QCQPs
A d’Aspremont, S Boyd
EE392o Class Notes, Stanford University 1, 1-16, 2003
2012003
Predicting abnormal returns from news using text classification
R Luss, A d’Aspremont
Quantitative Finance 15 (6), 999-1012, 2015
1722015
Support vector machine classification with indefinite kernels
R Luss, A d'Aspremont
Advances in neural information processing systems 20, 2007
1562007
Convex relaxations for permutation problems
F Fogel, R Jenatton, F Bach, A d'Aspremont
Advances in neural information processing systems 26, 2013
1262013
Regularized nonlinear acceleration
D Scieur, A d'Aspremont, F Bach
Advances In Neural Information Processing Systems 29, 2016
1232016
Testing the nullspace property using semidefinite programming
A d’Aspremont, L El Ghaoui
Mathematical programming 127 (1), 123-144, 2011
1072011
Sharpness, restart and acceleration
V Roulet, A d'Aspremont
Advances in Neural Information Processing Systems 30, 2017
992017
Identifying small mean-reverting portfolios
A d'Aspremont
Quantitative Finance 11 (3), 351-364, 2011
992011
Integration methods and optimization algorithms
D Scieur, V Roulet, F Bach, A d'Aspremont
Advances in Neural Information Processing Systems 30, 2017
882017
Sparse PCA: Convex relaxations, algorithms and applications
Y Zhang, A d’Aspremont, LE Ghaoui
Handbook on Semidefinite, Conic and Polynomial Optimization, 915-940, 2012
822012
Static arbitrage bounds on basket option prices
A d'Aspremont, LE Ghaoui
Mathematical programming 106 (3), 467-489, 2006
822006
Phase retrieval for imaging problems
F Fogel, I Waldspurger, A d’Aspremont
Mathematical programming computation 8 (3), 311-335, 2016
742016
Full regularization path for sparse principal component analysis
A d'Aspremont, FR Bach, LE Ghaoui
Proceedings of the 24th international conference on Machine learning, 177-184, 2007
672007
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