2665 search results - page 279 / 533 » Bundle Methods for Machine Learning |
127
click to vote
ICML
2009
IEEE
16 years 4 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 ...
126
click to vote
ICML
2009
IEEE
16 years 4 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...
128
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Users of topic modeling methods often have knowledge about the composition of words that should have high or low probability in various topics. We incorporate such domain knowledg...
122
click to vote
ICML
2007
IEEE
16 years 4 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...
114
click to vote
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
This paper presents a novel Gaussian process (GP) approach to regression with inputdependent noise rates. We follow Goldberg et al.'s approach and model the noise variance us...