3395 search results - page 457 / 679 » Learning to efficiently rank |
158
click to vote
ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
The general stochastic optimal control (SOC) problem in robotics scenarios is often too complex to be solved exactly and in near real time. A classical approximate solution is to ...
170
click to vote
ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
Almost all tree kernels proposed in the literature match substructures without taking into account their relative positioning with respect to one another. In this paper, we propos...
154
click to vote
ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
We propose a class of graphical models appropriate for structure prediction problems where the model structure is a function of the output structure. Incremental Sigmoid Belief Ne...
161
click to vote
ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
We introduce a new inference algorithm for Dirichlet process mixture models. While Gibbs sampling and variational methods focus on local moves, the new algorithm makes more global...
176
click to vote
ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
The scores returned by support vector machines are often used as a confidence measures in the classification of new examples. However, there is no theoretical argument sustaining ...