12194 search results - page 405 / 2439 » cans 2010 |
162
click to vote
ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
We develop a new algorithm, based on EM, for learning the Linear Dynamical System model. Called the method of Approximated Second-Order Statistics (ASOS) our approach achieves dra...
205
click to vote
ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
The goal of transfer learning is to improve the learning of a new target concept given knowledge of related source concept(s). We introduce the first boosting-based algorithms for...
192
click to vote
ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
We study metric learning as a problem of information retrieval. We present a general metric learning algorithm, based on the structural SVM framework, to learn a metric such that ...
171
click to vote
ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
We propose a novel dependent hierarchical Pitman-Yor process model for discrete data. An incremental Monte Carlo inference procedure for this model is developed. We show that infe...
225
click to vote
ACMDIS
2010
ACM
15 years 7 months ago
2010
ACM
Smart electricity meters and home displays are being installed in people's homes with the assumption that households will make the necessary efforts to reduce their electrici...