متابعة
Alexandre d'Aspremont
Alexandre d'Aspremont
CNRS & Ecole Normale Supérieure, Paris
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
19562008
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
12722004
Phase recovery, maxcut and complex semidefinite programming‏
I Waldspurger, A d’Aspremont, S Mallat‏
Mathematical Programming 149, 47-81, 2015‏
7332015
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
4372008
Optimal Solutions for Sparse Principal Component Analysis.‏
A d'Aspremont, F Bach, L El Ghaoui‏
Journal of Machine Learning Research 9 (7), 2008‏
4232008
Smooth optimization with approximate gradient‏
A d'Aspremont‏
SIAM Journal on Optimization 19 (3), 1171-1183, 2008‏
2592008
Global assessment of oil and gas methane ultra-emitters‏
T Lauvaux, C Giron, M Mazzolini, A d’Aspremont, R Duren, D Cusworth, ...‏
Science 375 (6580), 557-561, 2022‏
2462022
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
2222006
Relaxations and randomized methods for nonconvex QCQPs‏
A d’Aspremont, S Boyd‏
EE392o Class Notes, Stanford University 1, 1-16, 2003‏
2172003
Predicting abnormal returns from news using text classification‏
R Luss, A d’Aspremont‏
Quantitative Finance 15 (6), 999-1012, 2015‏
2022015
Support vector machine classification with indefinite kernels‏
R Luss, A d'Aspremont‏
Advances in neural information processing systems 20, 2007‏
1812007
Regularized nonlinear acceleration‏
D Scieur, A d'Aspremont, F Bach‏
Advances In Neural Information Processing Systems 29, 2016‏
1722016
Acceleration methods‏
A d’Aspremont, D Scieur, A Taylor‏
Foundations and Trends® in Optimization 5 (1-2), 1-245, 2021‏
1682021
Sharpness, restart and acceleration‏
V Roulet, A d'Aspremont‏
Advances in Neural Information Processing Systems 30, 2017‏
1552017
Convex relaxations for permutation problems‏
F Fogel, R Jenatton, F Bach, A d'Aspremont‏
Advances in neural information processing systems 26, 2013‏
1422013
Integration methods and optimization algorithms‏
D Scieur, V Roulet, F Bach, A d'Aspremont‏
Advances in Neural Information Processing Systems 30, 2017‏
1232017
Comparing national greenhouse gas budgets reported in UNFCCC inventories against atmospheric inversions‏
Z Deng, P Ciais, ZA Tzompa-Sosa, M Saunois, C Qiu, C Tan, T Sun, P Ke, ...‏
Earth System Science Data 14 (4), 1639-1675, 2022‏
1222022
Identifying small mean-reverting portfolios‏
A d'Aspremont‏
Quantitative Finance 11 (3), 351-364, 2011‏
1112011
Optimal complexity and certification of Bregman first-order methods‏
RA Dragomir, AB Taylor, A d’Aspremont, J Bolte‏
Mathematical Programming, 1-43, 2022‏
1082022
Testing the nullspace property using semidefinite programming‏
A d’Aspremont, L El Ghaoui‏
Mathematical programming 127, 123-144, 2011‏
1072011
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مقالات 1–20