Fetching the paper…
Reading the bibliography…
We propose an algorithm for solving nonlinear convex programs defined in terms of a symmetric positive semidefinite matrix variable $X$.
M. X. Goemans and D. P. Williamson, Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming , J. Assoc. Comput. Mach. 42
1995
Earlier work this paper cites.
A. S. Lewis, Derivatives of spectral functions , Math. Oper. Res. 21
1996
Earlier work this paper cites.
A. S. Lewis and H. S. Sendov, Twice differentiable spectral functions , SIAM J. Matrix Anal. Appl. 23
2001
Earlier work this paper cites.
S. Burer and R. D. C. Monteiro, A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization , Math. Program. 95
2003
Earlier work this paper cites.
S. Boyd and L. Vandenberghe, Convex optimization , Cambridge University Press, 2004
2004
Earlier work this paper cites.
2006
Cited alongside, same era.
P.-A. Absil, C. G. Baker, and K. A. Gallivan, Trust-region methods on Riemannian manifolds , Found. Comput. Math. 7
2007
Cited alongside, same era.
A. d’Aspremont, F. R. Bach, and L. El Ghaoui, Full regularization path for sparse principal component analysis , ICML ’07: Proceedings of the 24th international conference on Machine learning, 2007, pp. 177–184
2007
Cited alongside, same era.
A. d’Aspremont, L. El Ghaoui, M. I. Jordan, and G. R. G. Lanckriet, A direct formulation for sparse PCA using semidefinite programming , Siam Review 49
2007
Cited alongside, same era.
I. Grubisic and R. Pietersz, Efficient rank reduction of correlation matrices , Linear Algebra Appl. 422
2007
Later among the works it cites.
A. Teschendorff, M. Journée, P.-A. Absil, R. Sepulchre, and C. Caldas, Elucidating the altered transcriptional programs in breast cancer using independent component analysis , PLoS Computational Biology 3
2007
Later among the works it cites.
2008
Closest in time.
P.-A. Absil, R. Mahony, and R. Sepulchre, Optimization algorithms on matrix manifolds , Princeton University Press, Princeton, NJ, January 2008
2008
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…