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 | 2011 | |
|---|---|---|
| j8 |      | Alexandre d'Aspremont, Francis R. Bach, Inderjit S. Dhillon, Bin Yu: Preface. Math. Program. 127(1): 1-2 (2011) |
| j7 | | Alexandre d'Aspremont, Laurent El Ghaoui: Testing the nullspace property using semidefinite programming. Math. Program. 127(1): 123-144 (2011) |
| 2010 | ||
| i14 | | Francis Bach, Selin Damla Ahipasaoglu, Alexandre d'Aspremont: Convex Relaxations for Subset Selection. CoRR abs/1006.3601 (2010) |
| 2009 | ||
| j6 | | Ronny Luss, Alexandre d'Aspremont: Support vector machine classification with indefinite kernels. Math. Program. Comput. 1(2-3): 97-118 (2009) |
| c8 | | Marco Cuturi, Jean-Philippe Vert, Alexandre d'Aspremont: White Functionals for Anomaly Detection in Dynamical Systems. NIPS 2009: 432-440 |
| 2008 | ||
| j5 | | Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont: Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data. Journal of Machine Learning Research 9: 485-516 (2008) |
| j4 | | Alexandre d'Aspremont, Francis Bach, Laurent El Ghaoui: Optimal Solutions for Sparse Principal Component Analysis. Journal of Machine Learning Research 9: 1269-1294 (2008) |
| j3 | | Alexandre d'Aspremont: Smooth Optimization with Approximate Gradient. SIAM Journal on Optimization 19(3): 1171-1183 (2008) |
| j2 | | Alexandre d'Aspremont, Onureena Banerjee, Laurent El Ghaoui: First-Order Methods for Sparse Covariance Selection. SIAM J. Matrix Analysis Applications 30(1): 56-66 (2008) |
| i13 | | Ronny Luss, Alexandre d'Aspremont: Support Vector Machine Classification with Indefinite Kernels. CoRR abs/0804.0188 (2008) |
| i12 | | Ronny Luss, Alexandre d'Aspremont: A Cutting Plane Method for Multiple Kernel Learning. CoRR abs/0809.2792 (2008) |
| 2007 | ||
| c7 | | Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Full regularization path for sparse principal component analysis. ICML 2007: 177-184 |
| c6 | | Ronny Luss, Alexandre d'Aspremont: Support Vector Machine Classification with Indefinite Kernels. NIPS 2007 |
| c5 | | Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling. RIVF 2007: 103-107 |
| i11 | | Ronny Luss, Alexandre d'Aspremont: Clustering and Feature Selection using Sparse Principal Component Analysis. CoRR abs/0707.0701 (2007) |
| i10 | | Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont: Model Selection Through Sparse Maximum Likelihood Estimation. CoRR abs/0707.0704 (2007) |
| i9 | | Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui: Optimal Solutions for Sparse Principal Component Analysis. CoRR abs/0707.0705 (2007) |
| i8 | | |
| 2006 | ||
| j1 | | Alexandre d'Aspremont, Laurent El Ghaoui: Static arbitrage bounds on basket option prices. Math. Program. 106(3): 467-489 (2006) |
| c4 | | Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont, Georges Natsoulis: Convex optimization techniques for fitting sparse Gaussian graphical models. ICML 2006: 89-96 |
| c3 | | Alexandre d'Aspremont, Devan Sohier, Arnab Nilim, Laurent El Ghaoui, Vu Duong: Optimal path planning for air traffic flow management under stochastic weather and capacity constraints. RIVF 2006: 1-6 |
| c2 | | Frédéric Ferchaud, Alexandre d'Aspremont: Reallocation time calculation according to slot occupation rate. RIVF 2006: 75-80 |
| i7 | | Alexandre d'Aspremont, Laurent El Ghaoui: A Semidefinite Relaxation for Air Traffic Flow Scheduling. CoRR abs/cs/0609145 (2006) |
| 2005 | ||
| i6 | | Onureena Banerjee, Alexandre d'Aspremont, Laurent El Ghaoui: Sparse Covariance Selection via Robust Maximum Likelihood Estimation. CoRR abs/cs/0506023 (2005) |
| i5 | | Alexandre d'Aspremont: A Market Test for the Positivity of Arrow-Debreu Prices. CoRR abs/cs/0510027 (2005) |
| 2004 | ||
| c1 | | Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet: A Direct Formulation for Sparse PCA Using Semidefinite Programming. NIPS 2004 |
| i4 | | Alexandre d'Aspremont, Laurent El Ghaoui, Michael I. Jordan, Gert R. G. Lanckriet: A direct formulation for sparse PCA using semidefinite programming. CoRR cs.CE/0406021 (2004) |
| i3 | | Alexandre d'Aspremont: Static versus Dynamic Arbitrage Bounds on Multivariate Option Prices. CoRR cs.CE/0407029 (2004) |
| 2003 | ||
| i2 | | Alexandre d'Aspremont: Interest Rate Model Calibration Using Semidefinite Programming. CoRR cs.CE/0302034 (2003) |
| i1 | | Alexandre d'Aspremont: Risk-Management Methods for the Libor Market Model Using Semidefinite Programming. CoRR cs.CE/0302035 (2003) |
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