3677 search results - page 637 / 736 » Is a probabilistic modeling |
152
Voted
ECAI
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. Control engineering is a field of major industrial importance as it offers principles for engineering controllable physical devices, such as cell phones, television sets,...
141
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
This paper proposes a multiple instance learning (MIL) algorithm for Gaussian processes (GP). The GP-MIL model inherits two crucial benefits from GP: (i) a principle manner of lea...
139
click to vote
ICDE
2010
IEEE
15 years 3 months ago
2010
IEEE
— The increasing popularity of social networks, such as Facebook and Orkut, has raised several privacy concerns. Traditional ways of safeguarding privacy of personal information ...
149
Voted
ML
2006
ACM
15 years 3 months ago
2006
ACM
This paper addresses the problem of transductive learning of the kernel matrix from a probabilistic perspective. We define the kernel matrix as a Wishart process prior and construc...
149
Voted
MVA
2006
15 years 3 months ago
2006
Abstract This paper presents an approach to designing and implementing extensible computational models for perceiving systems based on a knowledge-driven joint inference approach. ...