Result 1 to 20 of 54 total
Chance constrained uncertain classification via robust optimization. (English)
Math. Program. 127, No. 1 (B), 145-173 (2011).
1
A soft robust model for optimization under ambiguity (English)
Operations Research 58, No. 4-Part-2, 1220-1234 (2010).
2
Robust formulations for handling uncertainty in kernel matrices (English)
ICML, 71-78 (2010).
3
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions (English)
NIPS, 1198-1206 (2010).
4
Interval data classification under partial information: A chance-constraint approach. (English)
Theeramunkong, Thanaruk (ed.) et al., Advances in knowledge discovery and data mining. 13th Pacific-Asia conference, PAKDD 2009, Bangkok, Thailand, April 27‒30, 2009. Proceedings. Berlin: Springer (ISBN 978-3-642-01306-5/pbk). Lecture Notes in Computer Science 5476. Lecture Notes in Artificial Intelligence, 208-219 (2009).
5
On safe tractable approximations of chance-constrained linear matrix inequalities (English)
Math. Oper. Res. 34, No. 1, 1-25 (2009).
6
Semidefinite programming and structural optimization (English)
Encyclopedia of Optimization, 3390-3396 (2009).
7
Interval data classification under partial information: A chance-constraint approach (English)
PAKDD, 208-219 (2009).
8
On the algorithmics and applications of a mixed-norm based kernel learning formulation (English)
NIPS, 844-852 (2009).
9
A fast method for finding the global solution of the regularized structured total least squares problem for image deblurring. (English)
SIAM J. Matrix Anal. Appl. 30, No. 1, 419-443 (2008).
10
A fast method for finding the global solution of the regularized structured total least squares problem for image deblurring (English)
SIAM J. Matrix Analysis Applications 30, No. 1, 419-443 (2008).
11
Mean-squared error estimation for linear systems with block circulant uncertainty. (English)
SIAM J. Matrix Anal. Appl. 29, No. 3, 712-730 (2007).
12
Mean-squared error estimation for linear systems with block circulant uncertainty (English)
SIAM J. Matrix Analysis Applications 29, No. 3, 712-730 (2007).
13
Finding a global optimal solution for a quadratically constrained fractional quadratic problem with applications to the regularized total least squares. (English)
SIAM J. Matrix Anal. Appl. 28, No. 2, 425-445 (2006).
14
On the solution of the Tikhonov regularization of the total least squares problem. (English)
SIAM J. Optim. 17, No. 1, 98-118 (2006).
15
On the solution of the Tikhonov regularization of the total least squares problem (English)
SIAM Journal on Optimization 17, No. 1, 98-118 (2006).
16
Finding a global optimal solution for a quadratically constrained fractional quadratic problem with applications to the regularized total least squares (English)
SIAM J. Matrix Analysis Applications 28, No. 2, 425-445 (2006).
17
Recent advances in robust optimization (English)
OR, 69 (2006).
18
A global solution for the structured total least squares problem with block circulant matrices. (English)
SIAM J. Matrix Anal. Appl. 27, No. 1, 238-255 (2005).
19
Robust mean-squared error estimation in the presence of model uncertainties (English)
IEEE Transactions on Signal Processing 53, No. 1, 168-181 (2005).
20
Result 1 to 20 of 54 total
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