io-port.net

io-port 05872551 d’Aspremont, Alexandre; El Ghaoui, Laurent

Testing the nullspace property using semidefinite programming. (English)

Math. Program. 127, No. 1 (B), 123-144 (2011).

1

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 05767290 Bach, Francis; Ahipasaoglu, Selin Damla; D’aspremont, Alexandre

Convex relaxations for subset selection. (English)

Comput. Res. Repos. 2010, Article No. 1006.3601 (2010).

2

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05644679 Luss, Ronny; D’aspremont, Alexandre

Support vector machine classification with indefinite kernels. (English)

Math. Program. Comput. 1, No. 2-3, 97-118 (2009).

3

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 71002894 Cuturi, Marco; Vert, Jean-Philippe; D’aspremont, Alexandre

White functionals for anomaly detection in dynamical systems (English)

NIPS, 432-440 (2009).

4

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05968905 D’Aspremont, Alexandre; Bach, Francis; El Ghaoui, Laurent

Optimal solutions for sparse principal component analysis. (English)

J. Mach. Learn. Res. 9, 1269-1294 (2008).

5

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05968878 Banerjee, Onureena; El Ghaoui, Laurent; D’aspremont, Alexandre

Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data. (English)

J. Mach. Learn. Res. 9, 485-516 (2008).

6

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05597410 D’Aspremont, Alexandre

Smooth optimization with approximate gradient. (English)

SIAM J. Optim. 19, No. 3, 1171-1183 (2008).

7

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 05524003 D’aspremont, Alexandre; Banerjee, Onureena; El Ghaoui, Laurent

First-order methods for sparse covariance selection. (English)

SIAM J. Matrix Anal. Appl. 30, No. 1, 56-66 (2008).

8

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 05512658 Luss, Ronny; D’aspremont, Alexandre

A cutting plane method for multiple kernel learning. (English)

Comput. Res. Repos. 2008, Article No. 0809.2792 (2008).

9

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05409949 Luss, Ronny; D’aspremont, Alexandre

Support vector machine classification with indefinite kernels. (English)

Comput. Res. Repos. 2008, Article No. 0804.0188 (2008).

10

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 50061538 D’aspremont, Alexandre

Smooth optimization with approximate gradient (English)

SIAM Journal on Optimization 19, No. 3, 1171-1183 (2008).

11

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 50359642 D’aspremont, Alexandre; Banerjee, Onureena; El Ghaoui, Laurent

First-order methods for sparse covariance selection (English)

SIAM J. Matrix Analysis Applications 30, No. 1, 56-66 (2008).

12

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 05406743 D’aspremont, Alexandre

Identifying small mean reverting portfolios. (English)

Comput. Res. Repos. 2007, Article No. 0708.3048 (2007).

13

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05406414 D’aspremont, Alexandre; Bach, Francis R.; El Ghaoui, Laurent

Optimal solutions for sparse principal component analysis. (English)

Comput. Res. Repos. 2007, Article No. 0707.0705 (2007).

14

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05406413 Banerjee, Onureena; El Ghaoui, Laurent; D’aspremont, Alexandre

Model selection through sparse maximum likelihood estimation. (English)

Comput. Res. Repos. 2007, Article No. 0707.0704 (2007).

15

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05406412 Luss, Ronny; D’aspremont, Alexandre

Clustering and feature selection using sparse principal component analysis. (English)

Comput. Res. Repos. 2007, Article No. 0707.0701 (2007).

16

PDF XML AMS-TeX TEXT BIBTeX URL

io-port 05188183 D’Aspremont, Alexandre; El Ghaoui, Laurent; Jordan, Michael I.; Lanckriet, Gert R.G.

A direct formulation for sparse PCA using semidefinite programming. (English)

SIAM Rev. 49, No. 3, 434-448 (2007).

17

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 70009331 D’aspremont, Alexandre; El Ghaoui, Laurent

A semidefinite relaxation for air traffic flow scheduling (English)

RIVF, 103-107 (2007).

18

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 70696575 D’aspremont, Alexandre; Bach, Francis R.; El Ghaoui, Laurent

Full regularization path for sparse principal component analysis (English)

ICML, 177-184 (2007).

19

PDF XML AMS-TeX TEXT BIBTeX DOI

io-port 71002269 Luss, Ronny; D’aspremont, Alexandre

Support vector machine classification with indefinite kernels (English)

NIPS (2007).

20

PDF XML AMS-TeX TEXT BIBTeX URL