×

d’Aspremont, Alexandre

Compute Distance To:
Author ID: daspremont.alexandre Recent zbMATH articles by "d’Aspremont, Alexandre"
Published as: d’Aspremont, Alexandre; D’Aspremont, Alexandre; d’Aspremont, A.
Homepage: http://www.di.ens.fr/~aspremon/index.html
External Links: MGP · dblp
Documents Indexed: 34 Publications since 2003
Co-Authors: 27 Co-Authors with 27 Joint Publications
521 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

27 Publications have been cited 644 times in 563 Documents Cited by Year
Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data. Zbl 1225.68149
Banerjee, Onureena; El Ghaoui, Laurent; d’Aspremont, Alexandre
184
2008
A direct formulation for sparse PCA using semidefinite programming. Zbl 1128.90050
d’Aspremont, Alexandre; El Ghaoui, Laurent; Jordan, Michael I.; Lanckriet, Gert R. G.
124
2007
First-order methods for sparse covariance selection. Zbl 1156.90423
d’Aspremont, Alexandre; Banerjee, Onureena; El Ghaoui, Laurent
78
2008
Phase recovery, MaxCut and complex semidefinite programming. Zbl 1329.94018
Waldspurger, Irène; d’Aspremont, Alexandre; Mallat, Stéphane
75
2015
Optimal solutions for sparse principal component analysis. Zbl 1225.68170
d’Aspremont, Alexandre; Bach, Francis; El Ghaoui, Laurent
42
2008
Smooth optimization with approximate gradient. Zbl 1180.90378
d’Aspremont, Alexandre
29
2008
Static arbitrage bounds on basket option prices. Zbl 1099.91067
d’Aspremont, Alexandre; El Ghaoui, Laurent
23
2006
Support vector machine classification with indefinite kernels. Zbl 1191.68511
Luss, Ronny; d’Aspremont, Alexandre
12
2009
Testing the nullspace property using semidefinite programming. Zbl 1211.90167
d’Aspremont, Alexandre; El Ghaoui, Laurent
11
2011
Phase retrieval for imaging problems. Zbl 1349.94060
Fogel, Fajwel; Waldspurger, Irène; d’Aspremont, Alexandre
10
2016
Convex relaxations for permutation problems. Zbl 1338.90336
Fogel, F.; Jenatton, R.; Bach, F.; d’Aspremont, A.
8
2015
Sparse PCA: convex relaxations, algorithms and applications. Zbl 1334.90120
Zhang, Youwei; d’Aspremont, Alexandre; El Ghaoui, Laurent
6
2012
Sharpness, restart, and acceleration. Zbl 1435.90109
Roulet, Vincent; d’Aspremont, Alexandre
6
2020
Spectral ranking using seriation. Zbl 1415.91106
Fogel, Fajwel; d’Aspremont, Alexandre; Vojnovic, Milan
5
2016
Identifying small mean-reverting portfolios. Zbl 1232.91701
d’Aspremont, Alexandre
5
2011
Approximation bounds for sparse principal component analysis. Zbl 1303.90079
d’Aspremont, Alexandre; Bach, Francis; El Ghaoui, Laurent
4
2014
Interest rate model calibration using semidefinite programming. Zbl 1180.91284
d’Aspremont, A.
4
2003
Clustering and feature selection using sparse principal component analysis. Zbl 1273.92038
Luss, Ronny; d’Aspremont, Alexandre
4
2010
Second order accurate distributed eigenvector computation for extremely large matrices. Zbl 1329.65074
El Karoui, Noureddine; d’Aspremont, Alexandre
4
2010
A stochastic smoothing algorithm for semidefinite programming. Zbl 1322.90059
d’Aspremont, Alexandre; El Karoui, Noureddine
2
2014
Ranking and synchronization from pairwise measurements via SVD. Zbl 07370536
D’Aspremont, Alexandre; Cucuringu, Mihai; Tyagi, Hemant
2
2021
FANOK: knockoffs in linear time. Zbl 1475.62109
Askari, Armin; Rebjock, Quentin; d’Aspremont, Alexandre; El Ghaoui, Laurent
1
2021
Quartic first-order methods for low-rank minimization. Zbl 1470.90050
Dragomir, Radu-Alexandru; d’Aspremont, Alexandre; Bolte, Jérôme
1
2021
Optimal affine-invariant smooth minimization algorithms. Zbl 1404.90099
d’Aspremont, Alexandre; Guzmán, Cristóbal; Jaggi, Martin
1
2018
Predicting abnormal returns from news using text classification. Zbl 1398.91695
Luss, Ronny; D’Aspremont, Alexandre
1
2015
Subsampling algorithms for semidefinite programming. Zbl 1291.90169
d’Aspremont, Alexandre
1
2011
Weak recovery conditions from graph partitioning bounds and order statistics. Zbl 1336.94027
d’Aspremont, Alexandre; El Karoui, Noureddine
1
2013
Ranking and synchronization from pairwise measurements via SVD. Zbl 07370536
D’Aspremont, Alexandre; Cucuringu, Mihai; Tyagi, Hemant
2
2021
FANOK: knockoffs in linear time. Zbl 1475.62109
Askari, Armin; Rebjock, Quentin; d’Aspremont, Alexandre; El Ghaoui, Laurent
1
2021
Quartic first-order methods for low-rank minimization. Zbl 1470.90050
Dragomir, Radu-Alexandru; d’Aspremont, Alexandre; Bolte, Jérôme
1
2021
Sharpness, restart, and acceleration. Zbl 1435.90109
Roulet, Vincent; d’Aspremont, Alexandre
6
2020
Optimal affine-invariant smooth minimization algorithms. Zbl 1404.90099
d’Aspremont, Alexandre; Guzmán, Cristóbal; Jaggi, Martin
1
2018
Phase retrieval for imaging problems. Zbl 1349.94060
Fogel, Fajwel; Waldspurger, Irène; d’Aspremont, Alexandre
10
2016
Spectral ranking using seriation. Zbl 1415.91106
Fogel, Fajwel; d’Aspremont, Alexandre; Vojnovic, Milan
5
2016
Phase recovery, MaxCut and complex semidefinite programming. Zbl 1329.94018
Waldspurger, Irène; d’Aspremont, Alexandre; Mallat, Stéphane
75
2015
Convex relaxations for permutation problems. Zbl 1338.90336
Fogel, F.; Jenatton, R.; Bach, F.; d’Aspremont, A.
8
2015
Predicting abnormal returns from news using text classification. Zbl 1398.91695
Luss, Ronny; D’Aspremont, Alexandre
1
2015
Approximation bounds for sparse principal component analysis. Zbl 1303.90079
d’Aspremont, Alexandre; Bach, Francis; El Ghaoui, Laurent
4
2014
A stochastic smoothing algorithm for semidefinite programming. Zbl 1322.90059
d’Aspremont, Alexandre; El Karoui, Noureddine
2
2014
Weak recovery conditions from graph partitioning bounds and order statistics. Zbl 1336.94027
d’Aspremont, Alexandre; El Karoui, Noureddine
1
2013
Sparse PCA: convex relaxations, algorithms and applications. Zbl 1334.90120
Zhang, Youwei; d’Aspremont, Alexandre; El Ghaoui, Laurent
6
2012
Testing the nullspace property using semidefinite programming. Zbl 1211.90167
d’Aspremont, Alexandre; El Ghaoui, Laurent
11
2011
Identifying small mean-reverting portfolios. Zbl 1232.91701
d’Aspremont, Alexandre
5
2011
Subsampling algorithms for semidefinite programming. Zbl 1291.90169
d’Aspremont, Alexandre
1
2011
Clustering and feature selection using sparse principal component analysis. Zbl 1273.92038
Luss, Ronny; d’Aspremont, Alexandre
4
2010
Second order accurate distributed eigenvector computation for extremely large matrices. Zbl 1329.65074
El Karoui, Noureddine; d’Aspremont, Alexandre
4
2010
Support vector machine classification with indefinite kernels. Zbl 1191.68511
Luss, Ronny; d’Aspremont, Alexandre
12
2009
Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data. Zbl 1225.68149
Banerjee, Onureena; El Ghaoui, Laurent; d’Aspremont, Alexandre
184
2008
First-order methods for sparse covariance selection. Zbl 1156.90423
d’Aspremont, Alexandre; Banerjee, Onureena; El Ghaoui, Laurent
78
2008
Optimal solutions for sparse principal component analysis. Zbl 1225.68170
d’Aspremont, Alexandre; Bach, Francis; El Ghaoui, Laurent
42
2008
Smooth optimization with approximate gradient. Zbl 1180.90378
d’Aspremont, Alexandre
29
2008
A direct formulation for sparse PCA using semidefinite programming. Zbl 1128.90050
d’Aspremont, Alexandre; El Ghaoui, Laurent; Jordan, Michael I.; Lanckriet, Gert R. G.
124
2007
Static arbitrage bounds on basket option prices. Zbl 1099.91067
d’Aspremont, Alexandre; El Ghaoui, Laurent
23
2006
Interest rate model calibration using semidefinite programming. Zbl 1180.91284
d’Aspremont, A.
4
2003
all top 5

Cited by 1,156 Authors

13 d’Aspremont, Alexandre
9 Liu, Han
7 Levina, Elizaveta
7 Ma, Shiqian
6 Toh, Kim Chuan
6 Zou, Hui
5 Bach, Francis R.
5 Bühlmann, Peter
5 Cai, Jian-Feng
5 Cai, Tony Tony
5 Fan, Jianqing
5 Lan, Guanghui
5 Wainwright, Martin J.
5 Zhu, Ji
4 Bickel, Peter John
4 Carrizosa, Emilio
4 Ghosal, Subhashis
4 Glineur, François
4 Hou, Thomas Yizhao
4 Huang, Meng
4 Kolar, Mladen
4 Lafferty, John D.
4 Liu, Yufeng
4 Lu, Zhaosong
4 Mazumder, Rahul
4 Montanari, Andrea
4 Rothman, Adam J.
4 Sun, Hongwei
4 Wasserman, Larry Alan
4 Wen, Zaiwen
4 Xue, Lingzhou
4 Zhang, Pengchuan
4 Zhou, Harrison H.
4 Zuluaga, Luis Fernando
3 Abbruzzo, Antonino
3 Aravkin, Aleksandr Y.
3 Bertsimas, Dimitris John
3 Chang, Huibin
3 Chiquet, Julien
3 Cucuringu, Mihai
3 Friedlander, Michael P.
3 Gasnikov, Alexander V.
3 Gillis, Nicolas
3 Han, Fang
3 Jaming, Philippe
3 Jiang, Bo
3 Laurent, Monique
3 Lei, Jing
3 Li, Hongzhe
3 Li, Huiping
3 Li, Ji
3 Li, Song
3 Liu, Weidong
3 Lou, Yifei
3 Marron, James Stephen
3 Nadler, Boaz
3 Ouyang, Yuyuan
3 Papapantoleon, Antonis
3 Paul, Debashis
3 Peña, Javier F.
3 Pinar, Mustafa Çelebi
3 Rajaratnam, Bala
3 Ren, Zhao
3 Rigollet, Philippe
3 Samworth, Richard J.
3 Sun, Defeng
3 Taylor, Adrien B.
3 Trendafilov, Nickolay T.
3 Vera, Juan-Carlos
3 Verzelen, Nicolas
3 Waldspurger, Irène
3 Wang, Yang
3 Wit, Ernst C.
3 Wu, Qiang
3 Xiu, Naihua
3 Yuan, Ming
3 Zhang, Shuzhong
3 Zhou, Shuheng
2 Akaho, Shotaro
2 Ambroise, Christophe
2 Amini, Arash Ali
2 Arias-Castro, Ery
2 Avagyan, Vahe
2 Aybat, Necdet Serhat
2 Bailey, Natalia
2 Baladandayuthapani, Veerabhadran
2 Balan, Radu V.
2 Banerjee, Sayantan
2 Bendory, Tamir
2 Bernard, Carole L.
2 Berthet, Quentin
2 Bodmann, Bernhard G.
2 Bouveyron, Charles
2 Candès, Emmanuel J.
2 Cash, Sydney S.
2 Chambolle, Antonin
2 Chen, Pengwen
2 Chen, Yunmei
2 Cheng, Jie
2 Claeskens, Gerda
...and 1,056 more Authors
all top 5

Cited in 158 Serials

35 The Annals of Statistics
34 Mathematical Programming. Series A. Series B
27 Electronic Journal of Statistics
21 SIAM Journal on Optimization
18 Computational Statistics and Data Analysis
15 Journal of Optimization Theory and Applications
15 Applied and Computational Harmonic Analysis
13 Journal of Multivariate Analysis
13 Journal of Machine Learning Research (JMLR)
11 Machine Learning
11 The Annals of Applied Statistics
10 Journal of the American Statistical Association
9 Neural Computation
9 Linear Algebra and its Applications
8 Inverse Problems
8 Journal of Scientific Computing
8 Computational Optimization and Applications
8 SIAM Journal on Imaging Sciences
8 Journal of Computational and Graphical Statistics
7 European Journal of Operational Research
7 SIAM Journal on Scientific Computing
7 Advances in Computational Mathematics
6 Journal of Statistical Planning and Inference
6 Optimization Methods & Software
6 Quantitative Finance
6 Foundations of Computational Mathematics
6 Statistics and Computing
6 SIAM Journal on Mathematics of Data Science
5 Journal of Global Optimization
5 Journal of Statistical Computation and Simulation
5 Pattern Recognition
5 Journal of the Royal Statistical Society. Series B. Statistical Methodology
4 Automatica
4 Biometrics
4 Statistical Science
4 Mathematical Finance
4 Optimization Letters
4 Journal of the Operations Research Society of China
3 Insurance Mathematics & Economics
3 Operations Research Letters
3 Computers & Operations Research
3 SIAM Journal on Matrix Analysis and Applications
3 Computational Statistics
3 Bernoulli
3 The Journal of Fourier Analysis and Applications
3 International Journal of Theoretical and Applied Finance
3 Journal of Applied Statistics
3 Optimization and Engineering
3 Multiscale Modeling & Simulation
3 International Journal of Wavelets, Multiresolution and Information Processing
3 Advances in Data Analysis and Classification. ADAC
3 Statistical Analysis and Data Mining
3 Journal of Statistical Theory and Practice
3 Mathematical Programming Computation
3 Numerical Algebra, Control and Optimization
2 Journal of the Franklin Institute
2 Annals of the Institute of Statistical Mathematics
2 Applied Mathematics and Optimization
2 Journal of Computational and Applied Mathematics
2 Mathematics of Operations Research
2 Operations Research
2 Acta Mathematicae Applicatae Sinica. English Series
2 The Annals of Applied Probability
2 Communications in Statistics. Simulation and Computation
2 International Journal of Computer Mathematics
2 Proceedings of the National Academy of Sciences of the United States of America
2 Finance and Stochastics
2 Australian & New Zealand Journal of Statistics
2 Data Mining and Knowledge Discovery
2 Statistical Applications in Genetics and Molecular Biology
2 Analysis and Applications (Singapore)
2 Statistical Methods and Applications
2 Computational & Mathematical Methods in Medicine
2 Science China. Mathematics
2 Information and Inference
2 Stochastic Systems
2 Bayesian Analysis
2 Annals of Applied Mathematics
1 The Canadian Journal of Statistics
1 Communications on Pure and Applied Mathematics
1 Information Processing Letters
1 Journal of Engineering Mathematics
1 Journal of Mathematical Analysis and Applications
1 Journal of Mathematical Biology
1 Journal of Statistical Physics
1 Linear and Multilinear Algebra
1 Metrika
1 Physica A
1 Psychometrika
1 Scandinavian Journal of Statistics
1 Applied Mathematics and Computation
1 Biometrical Journal
1 Journal of Econometrics
1 Journal of Functional Analysis
1 Kybernetika
1 Monatshefte für Mathematik
1 Results in Mathematics
1 SIAM Journal on Control and Optimization
1 SIAM Journal on Numerical Analysis
1 Statistics & Probability Letters
...and 58 more Serials
all top 5

Cited in 40 Fields

302 Statistics (62-XX)
206 Operations research, mathematical programming (90-XX)
138 Numerical analysis (65-XX)
93 Computer science (68-XX)
55 Information and communication theory, circuits (94-XX)
39 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
34 Calculus of variations and optimal control; optimization (49-XX)
34 Probability theory and stochastic processes (60-XX)
33 Combinatorics (05-XX)
29 Linear and multilinear algebra; matrix theory (15-XX)
23 Biology and other natural sciences (92-XX)
14 Harmonic analysis on Euclidean spaces (42-XX)
10 Systems theory; control (93-XX)
9 Optics, electromagnetic theory (78-XX)
7 Functional analysis (46-XX)
4 Statistical mechanics, structure of matter (82-XX)
3 Functions of a complex variable (30-XX)
3 Partial differential equations (35-XX)
3 Dynamical systems and ergodic theory (37-XX)
3 Convex and discrete geometry (52-XX)
3 Quantum theory (81-XX)
2 General and overarching topics; collections (00-XX)
2 Field theory and polynomials (12-XX)
2 Algebraic geometry (14-XX)
2 Measure and integration (28-XX)
2 Approximations and expansions (41-XX)
2 Integral transforms, operational calculus (44-XX)
2 Geometry (51-XX)
2 Global analysis, analysis on manifolds (58-XX)
1 Mathematical logic and foundations (03-XX)
1 Order, lattices, ordered algebraic structures (06-XX)
1 Commutative algebra (13-XX)
1 Group theory and generalizations (20-XX)
1 Integral equations (45-XX)
1 Operator theory (47-XX)
1 Mechanics of deformable solids (74-XX)
1 Classical thermodynamics, heat transfer (80-XX)
1 Astronomy and astrophysics (85-XX)
1 Geophysics (86-XX)
1 Mathematics education (97-XX)

Citations by Year