493 search results - page 8 / 99 » The oracle penalty method |
ICML
2010
IEEE
13 years 10 months ago
2010
IEEE
Dimension reduction is popular for learning predictive models in high-dimensional spaces. It can highlight the relevant part of the feature space and avoid the curse of dimensiona...
SIAMJO
2010
13 years 7 months ago
2010
This paper addresses the need for nonlinear programming algorithms that provide fast local convergence guarantees no matter if a problem is feasible or infeasible. We present an a...
ANOR
2010
13 years 9 months ago
2010
Many image denoising methods can be characterized as minimizing "loss + penalty," where the "loss" measures the fidelity of the denoised image to the data, and ...
IFL
2007
Springer
14 years 3 months ago
2007
Springer
AML
2010
13 years 9 months ago
2010
A Schnorr test relative to some oracle A may informally be called "universal" if it covers all Schnorr tests. Since no true universal Schnorr test exists, such an A cann...