1176 search results - page 44 / 236 » Theory and Applications of Robust Optimization |
119
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ICDM
2006
IEEE
15 years 5 months ago
2006
IEEE
— Log-linear models are widely used for labeling feature vectors and graphical models, typically to estimate robust conditional distributions in presence of a large number of pot...
TSMC
2008
14 years 11 months ago
2008
Robust regression techniques are critical to fitting data with noise in real-world applications. Most previous work of robust kernel regression is usually formulated into a dual fo...
107
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CDC
2009
IEEE
14 years 9 months ago
2009
IEEE
Recent results have suggested that online Model Predictive Control (MPC) can be computed quickly enough to control fast sampled systems. High-speed applications impose a hard real-...
CISS
2007
IEEE
15 years 6 months ago
2007
IEEE
— In this paper, we consider the problem of sending an analog source over an additive white Gaussian noise channel. The traditional analog coding schemes suffer from the threshol...
ICASSP
2009
IEEE
15 years 6 months ago
2009
IEEE
In the last few years, we have witnessed an explosion in applications of sparse representation, the majority of which share the need for finding sparse solutions of underdetermine...